Mobile means that moves by itself. Mobile phones are becoming more and more common that life may be unimaginable without them .Carrying a mobile phone makes most people feel more secure, especially students when they are not with their parents. Our investigation will be to study whether this widespread use of mobile phones playing an important role in the student population or not.
Students use mobiles either it is a necessity or they can have a mobile or they are using for prestige etc. Our project mainly concentrates on that what factors influencing in selecting a handset, and to know that why students are using mobiles.
The usage of mobile is mainly based on two things one is handset and the other is service provider. Our survey considers these two in analyzing the mobile phone usage among stu- dents. The popular handset brands are NOKIA, LG, Samsung, Sony Ericsson and Motorola. And the popular service provider in Andhar Pradesh, India are Airtel, BSNL, idea, Vodafone, Reliance, Tata and Virgin.
Among handset brands NOKIA has larger market share and Airtel has larger market among service provider. Year by year the call charges and rentals are declining. This causes the increase of mobile usage. The handset costs are also declining then purchasing capacity increases. Usually the mobile usage population increases among students. Hence, we are interested to know that what makes a student select a mobile.
As the mobile using student population is very large we have selected different categories of students such as intermediate, degree, post graduates and research scholors. And our sample included both males and females, rural and urban of the above categories. The only criterion that a student will be included in the sample is that he should have a mobile. We approached students on their campuses and hostels. The questionnaire was given to the students who has mobiles after enquiring them whether they have a mobile or not. Even though we have not used any standard sampling technique it may be treated as random sample because the sample size is large and included different categories.
Even though our sample included both males and females the proportion is not a balanced one. Male participants are more than two times of females. And various categories of students included in the sample, but the proportion of P.G. students is more than the others,the proportion of male students is greater than females and the proportion of rural students is greater than urban students.
In the design of questionnaire the variables meant for factor analysis are not enough for some questions. There are some ambiguous questions which are meant for factor analysis. Obviously some students felt inconvenience while responding to them.
Some students felt that they have spent much time in completing the questionnaire. And some students rejected to fill the questionnaire feeling that it will take more time. But we have included the questions which are necessary to this type of survey.
Some of the students do not know the difference between handset and service provider. Some of them are not aware of such a modern features like bluetooth, camera pixels etc
Most of the students filled questionnaire willingly and some of them seem to be participated just to fill it. Some of them gave valuable suggestions to us while proceeding for further survey and analysis.
To analyze our data, we have used some statistical tools which can analyze our data as much as possible. The tools we have used are cross tables, statistics associated with cross tables and factor analysis. The software we have used to analyze the data is SPSS.
As our sample consists of number of variables and some of them measured simultaneously, then a naturally arising question is ”Is there any association among the variables.” To test the association among them we have used the concept of cross tables. Generally used test statistic to test the association among variables is Chi-square test of independence. This test can tell us whether there is an association or not. But it cannot give us any indication as to the direction of association or the strength of association. It can tell only whether there is association or not. We need to measure the strength and direction of association. There are some other test procedures to know the direction and strength of association. These procedures are classified into various groups depending on the measurement level of the variables. The nominal and ordinal measures are used to test the nominal and ordinal data respectively. As our data is ordinal in nature we have used such ordinal measures to test and measure the association. And they are described in the following chapter and some nominal measures also.
Factor analysis describes the covariance relationships among several variables in terms of a few underlying unobservable random quantities called factors. Factor analysis can be considered as an extension of principal component analysis. Both the techniques attempt to approximate the covariance matrix. In factor analysis, we seek to account for the covariance or correlations among the variables. Dimension reduction and interpretation are two basic objectives of factor analysis. There are several methods that can be used to extract factors and the principal component method is one such method. We use this method for extracting factors. After factor extraction, we rotate the solution so that we can give some interpretation to the extracted factors. Again there are quite a number of rotation techniques available. These rotation techniques can be grouped into orthogonal and non-orthogonal. In the present context orthogonal rotation is appropriate. The method we have chosen is Varimax.
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from scipy.stats import chi2_contingency
from tabulate import tabulate
#import scipy as spy
#import sklearn as sk
pd.set_option('display.max_columns', None)
pd.set_option('display.max_rows', None)
data = pd.read_csv('Project2009SPSS_to_CSV.csv')
# Define a function to highlight a specific cell
# Define a function to highlight a specific cell
def highlight_cell(val):
try:
float_val = float(val)
color = 'background-color: yellow' if float_val >= 0.6 else ''
except ValueError:
color = ''
return color
# Apply the styling function to the DataFrame
#styled_df = your_dataframe.style.applymap(highlight_cell)
data.head()
| Q1 | Q2 | Q3 | Q4 | Q5 | Q6 | Q7 | Q8 | Q9 | Q10 | Q11 | Q12 | Q13 | Q14 | Q15 | Q16 | Q17 | Q18 | Q19 | Q20 | Q21-1 | Q21-2 | Q21-3 | Q21-4 | Q21-5 | Q21-6 | Q21-7 | Q21-8 | Q22-1 | Q22-2 | Q22-3 | Q22-4 | Q22-5 | Q22-6 | Q22-7 | Q22-8 | Q22-9 | Q22-10 | Q22-11 | Q22-12 | Q22-13 | Q22-14 | Q22-15 | Q22-16 | Q22-17 | Q22-18 | Q22-19 | Q22-20 | Q22-21 | Q23-1 | Q23-2 | Q23-3 | Q23-4 | Q23-5 | Q23-6 | Q23-7 | Q23-8 | Q23-9 | Q23-10 | Q23-11 | Q24-1 | Q24-2 | Q24-3 | Q24-4 | Q24-5 | Q24-6 | Q24-7 | Q25-1 | Q25-2 | Q25-3 | Q25-4 | Q25-5 | Q25-6 | Q25-7 | Q25-8 | Q25-9 | Q25-10 | Q25-11 | Q25-12 | Q25-13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 21 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 3 | 2 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 5 | 4 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 2 | 3 | 2 |
| 1 | 2 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | 2 | 4 | 5 | 3 | 5 | 1 | 4 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 7 | 5 | 1 | 1 | 1 | 3 | 5 | 1 | 3 | 5 | 2 | 5 | 5 | 3 | 4 | 5.0 | 3 | 2 | 3 |
| 2 | 3 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 3 | 4 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 4 | 5 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
data.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 527 entries, 0 to 526 Data columns (total 80 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 Q1 527 non-null int64 1 Q2 527 non-null int64 2 Q3 527 non-null int64 3 Q4 527 non-null int64 4 Q5 527 non-null int64 5 Q6 527 non-null int64 6 Q7 527 non-null int64 7 Q8 527 non-null int64 8 Q9 527 non-null int64 9 Q10 527 non-null int64 10 Q11 527 non-null int64 11 Q12 527 non-null int64 12 Q13 527 non-null int64 13 Q14 527 non-null int64 14 Q15 527 non-null int64 15 Q16 527 non-null int64 16 Q17 527 non-null int64 17 Q18 527 non-null int64 18 Q19 527 non-null int64 19 Q20 527 non-null int64 20 Q21-1 527 non-null int64 21 Q21-2 527 non-null int64 22 Q21-3 527 non-null int64 23 Q21-4 527 non-null int64 24 Q21-5 527 non-null int64 25 Q21-6 527 non-null int64 26 Q21-7 527 non-null int64 27 Q21-8 527 non-null int64 28 Q22-1 527 non-null int64 29 Q22-2 527 non-null int64 30 Q22-3 527 non-null int64 31 Q22-4 527 non-null int64 32 Q22-5 527 non-null int64 33 Q22-6 527 non-null int64 34 Q22-7 527 non-null int64 35 Q22-8 527 non-null int64 36 Q22-9 527 non-null int64 37 Q22-10 527 non-null int64 38 Q22-11 527 non-null int64 39 Q22-12 527 non-null int64 40 Q22-13 527 non-null int64 41 Q22-14 527 non-null int64 42 Q22-15 527 non-null int64 43 Q22-16 527 non-null int64 44 Q22-17 527 non-null int64 45 Q22-18 527 non-null int64 46 Q22-19 527 non-null int64 47 Q22-20 527 non-null int64 48 Q22-21 527 non-null int64 49 Q23-1 527 non-null int64 50 Q23-2 527 non-null int64 51 Q23-3 527 non-null int64 52 Q23-4 527 non-null int64 53 Q23-5 527 non-null int64 54 Q23-6 527 non-null int64 55 Q23-7 527 non-null int64 56 Q23-8 527 non-null int64 57 Q23-9 527 non-null int64 58 Q23-10 527 non-null int64 59 Q23-11 527 non-null int64 60 Q24-1 527 non-null int64 61 Q24-2 527 non-null int64 62 Q24-3 527 non-null int64 63 Q24-4 527 non-null int64 64 Q24-5 527 non-null int64 65 Q24-6 527 non-null int64 66 Q24-7 527 non-null int64 67 Q25-1 527 non-null int64 68 Q25-2 527 non-null int64 69 Q25-3 527 non-null int64 70 Q25-4 527 non-null int64 71 Q25-5 527 non-null int64 72 Q25-6 527 non-null int64 73 Q25-7 527 non-null int64 74 Q25-8 527 non-null int64 75 Q25-9 527 non-null int64 76 Q25-10 526 non-null float64 77 Q25-11 527 non-null int64 78 Q25-12 527 non-null int64 79 Q25-13 527 non-null int64 dtypes: float64(1), int64(79) memory usage: 329.5 KB
data
| Q1 | Q2 | Q3 | Q4 | Q5 | Q6 | Q7 | Q8 | Q9 | Q10 | Q11 | Q12 | Q13 | Q14 | Q15 | Q16 | Q17 | Q18 | Q19 | Q20 | Q21-1 | Q21-2 | Q21-3 | Q21-4 | Q21-5 | Q21-6 | Q21-7 | Q21-8 | Q22-1 | Q22-2 | Q22-3 | Q22-4 | Q22-5 | Q22-6 | Q22-7 | Q22-8 | Q22-9 | Q22-10 | Q22-11 | Q22-12 | Q22-13 | Q22-14 | Q22-15 | Q22-16 | Q22-17 | Q22-18 | Q22-19 | Q22-20 | Q22-21 | Q23-1 | Q23-2 | Q23-3 | Q23-4 | Q23-5 | Q23-6 | Q23-7 | Q23-8 | Q23-9 | Q23-10 | Q23-11 | Q24-1 | Q24-2 | Q24-3 | Q24-4 | Q24-5 | Q24-6 | Q24-7 | Q25-1 | Q25-2 | Q25-3 | Q25-4 | Q25-5 | Q25-6 | Q25-7 | Q25-8 | Q25-9 | Q25-10 | Q25-11 | Q25-12 | Q25-13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 21 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 3 | 2 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 5 | 4 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 2 | 3 | 2 |
| 1 | 2 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | 2 | 4 | 5 | 3 | 5 | 1 | 4 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 7 | 5 | 1 | 1 | 1 | 3 | 5 | 1 | 3 | 5 | 2 | 5 | 5 | 3 | 4 | 5.0 | 3 | 2 | 3 |
| 2 | 3 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 3 | 4 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 4 | 5 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 5 | 6 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 4 | 4 | 4 | 1 | 3 | 4 | 1 | 5 | 5 | 7 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 2 | 2 | 4 | 5 | 4 | 4.0 | 5 | 5 | 3 |
| 6 | 7 | 24 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 6 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 6 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 1 | 4 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 7 | 7 | 6 | 7 | 1 | 1 | 7 | 1 | 4 | 4 | 5 | 1 | 1 | 5 | 5 | 1 | 1.0 | 1 | 1 | 1 |
| 7 | 8 | 21 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 3 | 4 | 4 |
| 8 | 9 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4.0 | 3 | 4 | 4 |
| 9 | 10 | 22 | 1 | 2 | 4 | 3 | 1 | 1 | 4 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 4 | 2 |
| 10 | 11 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 3 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 3 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 6 | 1 | 1 | 3 | 3 | 2 | 4 | 3 | 3 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 11 | 12 | 21 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 12 | 13 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 3 | 1 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 2 | 4 | 4 |
| 13 | 14 | 22 | 1 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 6 | 5 | 5 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 1 |
| 14 | 15 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 1 | 1 | 5 | 5 | 6 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 4 | 5 | 3 |
| 15 | 16 | 21 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 4 | 3 | 2 | 4 | 5 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 2 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 3 | 5.0 | 5 | 2 | 3 |
| 16 | 17 | 21 | 0 | 3 | 4 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 1 | 1 | 3 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 2 | 3 | 2 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 17 | 18 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 3 | 1 | 1 | 3 | 3 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 3.0 | 3 | 3 | 2 |
| 18 | 19 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 2 | 2 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 3 | 3 | 4 | 4 | 3 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 2 | 3 | 5 | 4 | 6 | 6 | 1 | 5 | 5 | 6 | 2 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 3.0 | 3 | 2 | 2 |
| 19 | 20 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 2 | 2 | 3 | 4 | 4 | 2 | 1 | 2 | 3 | 2 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 3 | 2 | 2 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 2 | 3 | 1 | 1 | 3 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 3.0 | 3 | 2 | 3 |
| 20 | 21 | 24 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 3 | 5 | 3 | 5 | 3 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 3 | 5 | 3.0 | 1 | 1 | 1 |
| 21 | 22 | 22 | 0 | 3 | 4 | 2 | 2 | 1 | 3 | 4 | 3 | 2 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 3 | 3 | 3 | 4 | 5 | 2 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 3 | 2 | 4 | 5 | 3 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 5 | 5 | 5 | 2 | 5 | 5 | 2 | 3 | 2 | 2.0 | 5 | 3 | 2 |
| 22 | 23 | 28 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 23 | 24 | 22 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 4 | 4.0 | 5 | 4 | 4 |
| 24 | 25 | 23 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 3 | 2 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 3 | 5 | 3 | 3 | 3.0 | 5 | 3 | 2 |
| 25 | 26 | 24 | 1 | 3 | 4 | 3 | 1 | 1 | 4 | 2 | 3 | 5 | 2 | 2 | 3 | 1 | 1 | 3 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 5 | 2 | 1 | 1 | 3 | 1 | 2 | 2 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 26 | 27 | 24 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 2 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 5 | 3 | 5 | 5 | 4 | 5 | 5.0 | 4 | 4 | 4 |
| 27 | 28 | 24 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 5 | 3 | 5 | 5 | 4 | 5 | 4.0 | 4 | 3 | 3 |
| 28 | 29 | 24 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 3 |
| 29 | 30 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 2 | 5 | 5 | 2 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 2 | 5 | 3 | 5 | 5.0 | 2 | 1 | 1 |
| 30 | 31 | 22 | 1 | 3 | 5 | 2 | 2 | 2 | 5 | 2 | 4 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 3 | 2 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 4 |
| 31 | 32 | 22 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 4 | 4.0 | 3 | 3 | 2 |
| 32 | 33 | 22 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 4 | 3 | 3 | 5 | 2 | 3 | 5 | 3 | 4 | 5.0 | 3 | 4 | 1 |
| 33 | 34 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 5 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 34 | 35 | 24 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 35 | 36 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 4 | 3 | 5 | 1 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 4 | 3.0 | 5 | 4 | 3 |
| 36 | 37 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 1 | 1 | 4 | 1 | 2 | 4 | 1 | 2 | 3 | 3 | 2 | 4 | 3 | 4 | 2 | 3 | 1 | 4 | 2 | 3 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 4 | 2 | 5 | 2 | 4 | 5 | 3 | 3 | 4 | 2 | 3 | 2 | 5 | 2 | 3 | 2 | 2 | 2 | 1 | 3 | 3 | 4 | 3 | 6 | 4 | 4 | 3 | 4 | 2 | 3 | 4 | 3 | 5 | 3 | 5.0 | 2 | 4 | 2 |
| 37 | 38 | 21 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 7 | 3 | 4 | 6 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 3 | 4.0 | 5 | 4 | 5 |
| 38 | 39 | 24 | 1 | 3 | 2 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 7 | 7 | 4 | 4 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2.0 | 3 | 4 | 5 |
| 39 | 40 | 25 | 1 | 3 | 4 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 40 | 41 | 24 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 1 | 1 | 4 | 7 | 3 | 1 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 2 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 4 | 4 | 4.0 | 2 | 4 | 2 |
| 41 | 42 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 4 | 1 | 3 | 3 | 3 | 3 | 1 | 3 | 5 | 3 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 4 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 42 | 43 | 25 | 1 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 2 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 2 | 3 | 2 | 3 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 5 | 3 | 2.0 | 3 | 2 | 1 |
| 43 | 44 | 28 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 5 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 2 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 44 | 45 | 22 | 1 | 3 | 6 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 3 | 1 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 1 | 3 | 5 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 2 | 3 | 3 |
| 45 | 46 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 3 | 3 | 4 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 46 | 47 | 24 | 1 | 3 | 2 | 2 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 6 | 5 | 4 | 3 | 4 | 4 | 3 | 2 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 1 | 3 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 4 | 2 | 5 | 2 | 1 | 3.0 | 5 | 2 | 4 |
| 47 | 48 | 17 | 0 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4.0 | 5 | 4 | 5 |
| 48 | 49 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 49 | 50 | 21 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 4 |
| 50 | 51 | 21 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 5 | 2 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 2 | 3.0 | 3 | 4 | 4 |
| 51 | 52 | 23 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 1 | 1 | 3 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 52 | 53 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 3.0 | 5 | 5 | 4 |
| 53 | 54 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5.0 | 5 | 5 | 3 |
| 54 | 55 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 5 | 5 | 4 | 3 | 2 | 3 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 1 | 2 | 3 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 3 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 4 | 5.0 | 4 | 5 | 5 |
| 55 | 56 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 2 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4.0 | 5 | 4 | 5 |
| 56 | 57 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 2 | 3 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 3 | 5 | 4 | 3 | 1 | 6 | 7 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 57 | 58 | 29 | 1 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 4 | 6 | 3 | 5 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 5 | 3 | 2 | 3 | 5 | 1 | 5 | 4.0 | 5 | 3 | 5 |
| 58 | 59 | 22 | 1 | 3 | 2 | 1 | 1 | 4 | 1 | 4 | 4 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 4 | 5 | 5 | 3 | 4 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 3 | 5 | 4 | 5 | 3 | 2 | 4 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 2 | 1 | 5 | 4 | 1 | 2 | 3 | 1 | 4 | 3 | 6 | 7 | 2 | 5 | 3 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 59 | 60 | 22 | 1 | 3 | 1 | 4 | 1 | 1 | 5 | 2 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 1 | 2 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 2 | 1 | 4 | 3 | 3 | 2 | 1 | 3 | 1 | 1 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 1 | 3 | 4 | 1 | 3 | 5 | 2 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 60 | 61 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4.0 | 2 | 2 | 2 |
| 61 | 62 | 23 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 3 | 3 | 3 |
| 62 | 63 | 20 | 1 | 2 | 4 | 4 | 5 | 1 | 5 | 2 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 2 | 5 | 1.0 | 5 | 5 | 3 |
| 63 | 64 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 3 | 5 | 2.0 | 5 | 1 | 3 |
| 64 | 65 | 23 | 0 | 2 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 3 | 5.0 | 3 | 5 | 2 |
| 65 | 66 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 4 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 4.0 | 2 | 2 | 4 |
| 66 | 67 | 22 | 1 | 3 | 5 | 3 | 1 | 2 | 4 | 4 | 2 | 1 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 5 | 3 | 2 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 4.0 | 5 | 5 | 3 |
| 67 | 68 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 3 | 5 | 1 | 4 | 4 | 3 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 68 | 69 | 22 | 1 | 3 | 2 | 3 | 2 | 2 | 1 | 4 | 3 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 69 | 70 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 70 | 71 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4.0 | 2 | 1 | 2 |
| 71 | 72 | 23 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 3 | 1 | 2 | 2 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 4 | 5.0 | 4 | 3 | 2 |
| 72 | 73 | 24 | 1 | 3 | 3 | 1 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 5 | 6 | 5 | 3 | 4 | 4 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 6 | 6 | 1 | 6 | 6 | 6 | 6 | 2 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 5 |
| 73 | 74 | 22 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 3 | 5 |
| 74 | 75 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 75 | 76 | 22 | 1 | 3 | 4 | 2 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 6 | 7 | 4 | 3 | 5 | 1 | 3 | 2 | 2 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 5.0 | 4 | 4 | 3 |
| 76 | 77 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5.0 | 5 | 2 | 2 |
| 77 | 78 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 1 | 5 | 1 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 78 | 79 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 5 | 1 | 1 | 5 | 2 | 2 | 1 | 4 | 6 | 1 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 79 | 80 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 6 | 1 | 3 | 3 | 2 | 3 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 1 | 5 | 5 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 6 | 3 | 3 | 6 | 6 | 2 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 80 | 81 | 22 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 3 | 1 | 1 | 4 | 2 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 2 | 3 | 1 | 6 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 5 | 4 | 4.0 | 5 | 3 | 5 |
| 81 | 82 | 25 | 1 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 7 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 3 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 2 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 82 | 83 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 4 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 5 | 4 | 2 | 3 | 5 | 3 | 2 | 1 | 5 | 3 | 4 | 1 | 3 | 2 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 2 | 3 | 2 | 3 | 1 | 2 | 1 | 5 | 6 | 3 | 5 | 4 | 5 | 6 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 3 | 1 | 1.0 | 1 | 3 | 5 |
| 83 | 84 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 5 | 1 | 1 | 5 | 4 | 1 | 5.0 | 4 | 1 | 2 |
| 84 | 85 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 1 | 3 | 3 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 2 | 2.0 | 5 | 2 | 1 |
| 85 | 86 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 86 | 87 | 23 | 1 | 2 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 87 | 88 | 22 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 2 | 6 | 6 | 6 | 5 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 3 | 4.0 | 4 | 2 | 1 |
| 88 | 89 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 89 | 90 | 26 | 1 | 4 | 3 | 4 | 1 | 1 | 3 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 90 | 91 | 22 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 3 | 2 | 4 | 3 | 2 | 3 | 3 | 6 | 1 | 1 | 1 | 6 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 5 | 3 | 2 | 4 | 2.0 | 4 | 3 | 4 |
| 91 | 92 | 30 | 1 | 4 | 2 | 3 | 2 | 1 | 5 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 6 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 4 | 5 | 2 | 3 | 1 | 2 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 5 | 4.0 | 5 | 4 | 4 |
| 92 | 93 | 22 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 1 | 3 | 2 | 1 | 4 | 4 | 6 | 1 | 1 | 2 | 2 | 6 | 4 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 3 | 3.0 | 4 | 4 | 4 |
| 93 | 94 | 23 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 2 | 5 | 4 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 1 | 1 | 5 | 2 | 2 | 5.0 | 1 | 2 | 1 |
| 94 | 95 | 25 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 6 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 2 | 5 | 2 | 2 | 3.0 | 1 | 5 | 3 |
| 95 | 96 | 29 | 1 | 4 | 4 | 3 | 1 | 2 | 1 | 1 | 2 | 5 | 2 | 2 | 2 | 1 | 1 | 3 | 4 | 3 | 5 | 4 | 2 | 2 | 4 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 96 | 97 | 30 | 1 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 97 | 98 | 21 | 1 | 4 | 6 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 98 | 99 | 29 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 5 | 4 | 3 | 4 | 1 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 2 | 4 | 5 | 3 | 4 | 3 | 3 | 1 | 1 | 2 | 2 | 4 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 3 | 6 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 3 | 4 | 3 | 1 | 4 | 5.0 | 2 | 3 | 5 |
| 99 | 100 | 27 | 1 | 4 | 6 | 1 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 2 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 3 | 2 |
| 100 | 101 | 29 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 4 | 6 | 3 | 3 | 1 | 2 | 1 | 4 | 2 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 101 | 102 | 26 | 1 | 4 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 3 | 1 | 3 | 1 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 102 | 103 | 25 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 1 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 103 | 104 | 30 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 2 | 5 | 5 | 3 | 5 | 3 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 2 | 2 | 2 |
| 104 | 105 | 28 | 1 | 4 | 6 | 2 | 1 | 1 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 2 | 2 | 5.0 | 2 | 2 | 2 |
| 105 | 106 | 30 | 1 | 4 | 6 | 4 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 4 | 1 | 1 | 1 | 3 | 5 | 1 | 5 | 5 | 4 | 3 | 3 | 4 | 4 | 5 | 1 | 1 | 5 | 1 | 5 | 5.0 | 1 | 1 | 1 |
| 106 | 107 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3.0 | 4 | 4 | 4 |
| 107 | 108 | 26 | 1 | 4 | 2 | 1 | 2 | 2 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 3 | 1 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 3 | 4 | 4.0 | 2 | 3 | 2 |
| 108 | 109 | 26 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 6 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 2 | 3 | 1 | 2 | 5 | 4 | 3 | 4.0 | 3 | 3 | 2 |
| 109 | 110 | 28 | 0 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 4 | 5 | 3 | 4 | 4 | 1 | 1 | 4 | 4 | 6 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 110 | 111 | 27 | 1 | 4 | 4 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 5 | 3 | 4.0 | 4 | 4 | 1 |
| 111 | 112 | 28 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 4 | 4 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 5.0 | 1 | 1 | 2 |
| 112 | 113 | 24 | 1 | 3 | 5 | 3 | 2 | 1 | 5 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 5 | 2 | 5 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 113 | 114 | 26 | 1 | 4 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 114 | 115 | 25 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 5 | 5 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 1 | 1 | 4 | 2 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 115 | 116 | 29 | 1 | 4 | 6 | 3 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 6 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 3 | 2 | 3 | 2 | 3 | 5.0 | 3 | 2 | 2 |
| 116 | 117 | 29 | 1 | 4 | 6 | 1 | 2 | 1 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 7 | 5 | 3 | 5 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 117 | 118 | 25 | 1 | 4 | 1 | 3 | 1 | 1 | 4 | 2 | 3 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 118 | 119 | 28 | 1 | 3 | 1 | 3 | 1 | 1 | 4 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 4 | 4 | 2 |
| 119 | 120 | 26 | 1 | 4 | 6 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 120 | 121 | 28 | 1 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 2 | 4 | 3 | 5 | 5 | 3 | 3 | 4 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 2 | 5 | 5 | 3 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 4 | 1 | 1 | 3 | 3 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 3 | 5 | 4 | 2 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 1 | 2 | 2 |
| 121 | 122 | 27 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 3 | 2 | 1 | 4 | 3 | 5 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 122 | 123 | 29 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 1 | 2 | 2 | 1 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 123 | 124 | 27 | 1 | 4 | 4 | 3 | 1 | 2 | 1 | 2 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 124 | 125 | 26 | 1 | 4 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 4 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 1 | 1 | 2 | 5 | 3 | 3 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 125 | 126 | 27 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 4 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 5 | 1 | 7 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 126 | 127 | 28 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 4 | 4 | 1 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 2 | 5 | 2 | 3 | 5 | 5 | 4 | 5.0 | 2 | 2 | 2 |
| 127 | 128 | 27 | 1 | 4 | 5 | 3 | 2 | 2 | 3 | 4 | 1 | 4 | 2 | 3 | 3 | 2 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 2 |
| 128 | 129 | 30 | 1 | 4 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 3 | 3 | 4 | 2 | 1 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 129 | 130 | 27 | 1 | 4 | 1 | 3 | 1 | 1 | 4 | 3 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 5 | 2 | 3 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 2 | 4 | 5 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 6 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 130 | 131 | 25 | 1 | 4 | 1 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 131 | 132 | 27 | 1 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 3 | 1 | 1 | 5 | 5 | 4 | 4.0 | 1 | 1 | 1 |
| 132 | 133 | 29 | 1 | 4 | 4 | 4 | 1 | 1 | 5 | 2 | 3 | 4 | 1 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 1 | 4 | 4 | 1 | 2 | 4 | 2 | 1 | 5 | 1 | 2 | 5 | 2 | 3 | 5.0 | 1 | 2 | 2 |
| 133 | 134 | 30 | 1 | 4 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 5 | 4 | 3 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 2 | 4 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 3 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 3.0 | 2 | 1 | 1 |
| 134 | 135 | 24 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 2 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 5 | 5 | 4 | 4 | 3 | 4.0 | 4 | 3 | 1 |
| 135 | 136 | 24 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 4 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 5 | 1 | 3 | 5 | 2 | 5 | 5.0 | 3 | 2 | 2 |
| 136 | 137 | 26 | 1 | 4 | 3 | 3 | 1 | 2 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 4 | 4 | 1 | 4 | 5 | 3 | 2 | 5 | 1 | 1 | 5 | 5 | 4 | 5.0 | 3 | 2 | 1 |
| 137 | 138 | 26 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 5 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 138 | 139 | 33 | 1 | 4 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 1 | 6 | 6 | 6 | 1 | 3 | 5 | 4 | 3 | 5 | 2 | 5 | 4 | 3 | 3.0 | 5 | 4 | 3 |
| 139 | 140 | 26 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 4 | 4 | 2 | 1 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 3 | 2 |
| 140 | 141 | 23 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 4.0 | 3 | 4 | 3 |
| 141 | 142 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 3 | 4 | 3 | 3 | 4.0 | 3 | 2 | 3 |
| 142 | 143 | 26 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 6 | 5 | 5 | 3 | 4 | 5 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 1 | 3 | 4 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 5.0 | 5 | 2 | 2 |
| 143 | 144 | 25 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 2 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 144 | 145 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 6 | 5 | 5 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 1 | 3 | 4 | 4 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 5 | 3 | 4 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 2 | 5 | 5 |
| 145 | 146 | 24 | 1 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 4 | 4 | 2 | 1 | 4 | 4 | 6 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 146 | 147 | 22 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 1 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 147 | 148 | 26 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 148 | 149 | 27 | 1 | 3 | 4 | 3 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 5 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 149 | 150 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 2 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 4 | 5.0 | 1 | 1 | 1 |
| 150 | 151 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 4 | 1 | 3 | 2 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 4 |
| 151 | 152 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 5 | 4 | 4 | 3 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 152 | 153 | 23 | 1 | 3 | 4 | 4 | 1 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 153 | 154 | 23 | 1 | 3 | 6 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 1 | 1 | 2 | 4 | 4 | 5 | 2 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 154 | 155 | 27 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 3 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 4 | 5 | 3 | 4 | 5 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 1 |
| 155 | 156 | 24 | 1 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 4 | 3 | 3 |
| 156 | 157 | 24 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 1 | 1 | 6 | 1 | 1 | 4 | 4 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 157 | 158 | 22 | 1 | 3 | 5 | 3 | 1 | 1 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 2 | 5 | 7 | 2 | 1 | 5 | 5 | 5 | 3 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 158 | 159 | 23 | 1 | 3 | 2 | 4 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 6 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 2 | 5 | 4 | 5 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 3 | 2 | 5 | 2 | 2 | 4.0 | 2 | 2 | 1 |
| 159 | 160 | 23 | 1 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 2 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 160 | 161 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 161 | 162 | 30 | 1 | 3 | 5 | 4 | 2 | 1 | 4 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 4 | 2 | 2 | 1 | 5 | 5 | 5 | 1 | 1 | 2 | 1 | 1 | 3 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 162 | 163 | 26 | 1 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 1 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 5 | 4 |
| 163 | 164 | 23 | 1 | 3 | 5 | 4 | 2 | 1 | 1 | 2 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 4 | 6 | 5 | 5 | 4 | 5 | 4 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 164 | 165 | 26 | 1 | 1 | 5 | 2 | 1 | 1 | 2 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 165 | 166 | 22 | 1 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5.0 | 5 | 4 | 2 |
| 166 | 167 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 3 | 1 | 1 | 5 | 2 | 1 | 4 | 5 | 1 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 167 | 168 | 22 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 3 | 1 | 2 | 1 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 5 |
| 168 | 169 | 25 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 3 | 5 | 1 | 5 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 2 | 1 | 5 | 4 | 1 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 5 | 4 | 3 | 5.0 | 5 | 3 | 3 |
| 169 | 170 | 24 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 170 | 171 | 22 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 3 | 3 | 1 | 3 | 5 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 3 | 3 |
| 171 | 172 | 22 | 0 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 5.0 | 5 | 5 | 2 |
| 172 | 173 | 22 | 1 | 3 | 4 | 1 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 5 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 5 | 2 | 2 | 3 | 4 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 3 | 4 | 5 | 4 | 4 | 5.0 | 4 | 2 | 2 |
| 173 | 174 | 25 | 1 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 3 | 1 | 4 | 4 | 4 | 2 | 1 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 2 | 1 | 1 | 4 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 5 | 6 | 5 | 4 | 6 | 1 | 5 | 2 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 5 | 3 | 3 |
| 174 | 175 | 23 | 1 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 1 | 4 | 1 | 4 | 4 | 1 | 2 | 2 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 1 | 1 | 4 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 6 | 1 | 5 | 2 | 3 | 2 | 4 | 3 | 2 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 175 | 176 | 22 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 176 | 177 | 22 | 0 | 3 | 6 | 3 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 5 | 1 | 3 | 5 | 4 | 1 | 2 | 3 | 4 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 4 | 2 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 1 | 5 | 1 |
| 177 | 178 | 21 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 2 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 3 | 5 | 1 | 2 | 2 | 3 | 4 | 2 | 4 | 5 | 3 | 4 | 5.0 | 5 | 2 | 5 |
| 178 | 179 | 22 | 0 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 5 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 3 | 1 | 1 | 3 | 5 | 5 | 6 | 1 | 4 | 6 | 5 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 179 | 180 | 21 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 2 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 5 | 4 | 3 |
| 180 | 181 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 3 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 1 | 4 | 5 | 3 | 2 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 5 | 5 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 181 | 182 | 22 | 0 | 3 | 5 | 2 | 1 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 182 | 183 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 4 | 2 | 3 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5.0 | 4 | 5 | 4 |
| 183 | 184 | 22 | 0 | 3 | 2 | 4 | 2 | 1 | 4 | 2 | 4 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 4.0 | 4 | 5 | 4 |
| 184 | 185 | 22 | 0 | 3 | 4 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 4 | 5 |
| 185 | 186 | 22 | 1 | 3 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 4 | 4.0 | 3 | 2 | 1 |
| 186 | 187 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 2 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 3 | 2 | 3 | 3 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 4 | 1 | 1 | 5 | 5 | 2 | 5.0 | 2 | 1 | 2 |
| 187 | 188 | 22 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 5 | 4 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 1 | 3 | 2 | 1 | 3 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 188 | 189 | 17 | 0 | 1 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 4 | 3 | 1 | 4 | 5 | 4 | 2 | 5 | 5 | 4 | 3 | 5 | 3 | 2 | 1 | 5 | 5 | 4 | 3 | 5 | 1 | 2 | 5 | 3 | 2 | 4 | 5 | 2 | 5 | 3 | 1 | 1 | 4 | 1 | 4 | 3 | 1 | 2 | 5 | 6 | 7 | 5 | 3 | 6 | 5 | 6 | 5 | 4 | 1 | 5 | 2 | 1 | 1 | 3 | 1 | 3.0 | 3 | 5 | 4 |
| 189 | 190 | 17 | 1 | 1 | 5 | 4 | 1 | 1 | 4 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 190 | 191 | 16 | 1 | 1 | 6 | 4 | 2 | 1 | 1 | 2 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 191 | 192 | 16 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 1 | 6 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 192 | 193 | 17 | 1 | 1 | 5 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 193 | 194 | 17 | 1 | 1 | 4 | 4 | 2 | 5 | 1 | 1 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 194 | 195 | 17 | 1 | 1 | 5 | 1 | 2 | 2 | 3 | 3 | 2 | 4 | 3 | 3 | 3 | 2 | 1 | 1 | 6 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 195 | 196 | 17 | 1 | 1 | 4 | 3 | 2 | 1 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 196 | 197 | 18 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 197 | 198 | 17 | 1 | 1 | 5 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 198 | 199 | 17 | 1 | 1 | 4 | 5 | 2 | 1 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 199 | 200 | 17 | 1 | 1 | 5 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 200 | 201 | 20 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 4 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 201 | 202 | 20 | 0 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 202 | 203 | 20 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 4 | 1 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 2 | 4.0 | 4 | 2 | 2 |
| 203 | 204 | 19 | 0 | 2 | 4 | 3 | 1 | 2 | 2 | 2 | 1 | 5 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 2 | 5 | 5 | 5 | 4 | 3 | 2 | 2 | 3 | 2 | 4 | 4 | 3 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 4 | 4 | 1 | 4 | 2 | 1 | 2 | 7 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 5 | 2 | 2 |
| 204 | 205 | 20 | 0 | 2 | 4 | 2 | 2 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 6 | 1 | 4 | 5 | 2 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 2 | 5 | 5 | 2 | 2 | 5 | 4 | 1 | 4 | 1 | 5 | 4 | 5 | 3 | 5 | 1 | 2 | 3 | 4 | 1 | 2 | 4 | 3 | 3 | 2 | 1 | 6 | 1 | 2 | 6 | 2 | 5 | 2 | 3 | 5 | 1 | 4 | 5 | 5 | 5 | 5.0 | 5 | 1 | 1 |
| 205 | 206 | 20 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 1 | 4 | 1 | 5 | 2 | 2 | 5 | 2 | 4 | 5 | 4 | 5 | NaN | 5 | 4 | 5 |
| 206 | 207 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 2 | 3 | 4 | 2 | 4 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 5 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 2 | 5.0 | 3 | 2 | 2 |
| 207 | 208 | 19 | 0 | 2 | 3 | 2 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 3 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 4.0 | 4 | 4 | 5 |
| 208 | 209 | 19 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 5 | 3 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 209 | 210 | 20 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 3 | 3 | 3 |
| 210 | 211 | 19 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 6 | 7 | 3 | 5 | 2 | 1 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 211 | 212 | 20 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 3 | 5 | 5 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 6 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 3 | 4.0 | 3 | 1 | 1 |
| 212 | 213 | 20 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 3 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 2 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 213 | 214 | 21 | 0 | 2 | 6 | 2 | 2 | 2 | 5 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4.0 | 3 | 2 | 2 |
| 214 | 215 | 19 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 2 | 5 | 1 | 5 | 5 | 4 | 4 | 4.0 | 4 | 3 | 4 |
| 215 | 216 | 19 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 6 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 1 | 5 | 2 | 3 | 1 | 4 | 3 | 2 | 5 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 216 | 217 | 19 | 1 | 2 | 4 | 3 | 2 | 1 | 3 | 3 | 2 | 6 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 5 | 2 | 2 | 2 | 3 | 1 | 3 | 3 | 3 | 2 | 3 | 6 | 1 | 1 | 2 | 3 | 6 | 6 | 2 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 2 | 4.0 | 2 | 4 | 4 |
| 217 | 218 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 1 | 3 | 2 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 5 | 3 | 6 | 1 | 5 | 3 | 2 | 2 | 2 | 2 | 4 | 5 | 3 | 4.0 | 5 | 2 | 1 |
| 218 | 219 | 18 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 1 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 5 | 5 | 4 | 5 | 3 | 3 | 5.0 | 1 | 3 | 5 |
| 219 | 220 | 23 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 4 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 2 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 6 | 3 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 2 |
| 220 | 221 | 17 | 0 | 2 | 3 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 1 | 6 | 5 | 4 | 5 | 6 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 2 |
| 221 | 222 | 17 | 0 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 5 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 5 | 2 | 1 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 4 | 3 | 4 | 4 | 2 | 4 | 6 | 4 | 6 | 3 | 6 | 6 | 6 | 3 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 3 | 5.0 | 4 | 2 | 4 |
| 222 | 223 | 18 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 3 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 5 | 1 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 1 | 6 | 2 | 6 | 5 | 1 | 1 | 6 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 223 | 224 | 18 | 1 | 2 | 3 | 4 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 2.0 | 3 | 3 | 3 |
| 224 | 225 | 18 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 3 | 2 | 3 | 4 | 1 | 3 | 5 | 3 | 3 | 5.0 | 2 | 1 | 1 |
| 225 | 226 | 18 | 0 | 2 | 1 | 2 | 2 | 1 | 2 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 6 | 6 | 6 | 1 | 1 | 6 | 6 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 226 | 227 | 19 | 0 | 2 | 5 | 2 | 2 | 1 | 3 | 2 | 2 | 6 | 2 | 3 | 2 | 1 | 1 | 1 | 6 | 6 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 3 | 1 | 5 | 1 | 1 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 5 | 1 | 2 | 4 | 4 | 4 | 5.0 | 5 | 4 | 3 |
| 227 | 228 | 19 | 0 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 2 | 6 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 3 | 5 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 1 | 3 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 228 | 229 | 19 | 0 | 2 | 4 | 3 | 2 | 1 | 4 | 2 | 3 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 1 | 1 | 5 | 3 | 4 | 2.0 | 4 | 3 | 4 |
| 229 | 230 | 19 | 0 | 2 | 5 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 2 | 5 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 230 | 231 | 19 | 0 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 231 | 232 | 19 | 0 | 2 | 4 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 6 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 4 | 2 |
| 232 | 233 | 18 | 0 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 233 | 234 | 18 | 0 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 3 | 2 | 3 | 1 | 1 | 1 | 4 | 6 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 3 | 5 | 1 | 1 | 5 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 1 | 6 | 1 | 3 | 4 | 2 | 5 | 4 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 234 | 235 | 18 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 4 | 2 | 4 | 2 | 3 | 3 | 4 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 4 | 2 | 2 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 4 | 5 | 4 | 1 | 4 | 4 | 5 | 5 | 4 | 2 | 5 | 2 | 5 | 2 | 1 | 5 | 2 | 1 | 5.0 | 5 | 3 | 1 |
| 235 | 236 | 18 | 0 | 2 | 6 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 3 | 2 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 2 | 1 | 1 | 5 | 1 | 1 | 2 | 4 | 3 | 5 | 4 | 2 | 3 | 2 | 5 | 2 | 3 | 4 | 4 | 2 | 5.0 | 3 | 3 | 1 |
| 236 | 237 | 18 | 0 | 2 | 5 | 1 | 2 | 2 | 1 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 1 | 5 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 5 | 3 | 1 | 1 | 2 | 4 | 2 | 4 | 2 | 2 | 5 | 5 | 2 | 5.0 | 4 | 3 | 4 |
| 237 | 238 | 18 | 0 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 5 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 4 | 1 | 5 | 4 | 1 | 7 | 1 | 2 | 4 | 2 | 1 | 2 | 2 | 4 | 4 | 2 | 1.0 | 2 | 3 | 2 |
| 238 | 239 | 18 | 0 | 2 | 5 | 3 | 2 | 1 | 1 | 2 | 3 | 5 | 4 | 3 | 4 | 1 | 1 | 3 | 1 | 6 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 239 | 240 | 22 | 0 | 3 | 6 | 2 | 1 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 240 | 241 | 21 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 5 | 5 | 2 | 4 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 241 | 242 | 21 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 3 | 1 | 2 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 242 | 243 | 18 | 0 | 2 | 1 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 4 |
| 243 | 244 | 23 | 0 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 3 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 244 | 245 | 23 | 1 | 3 | 5 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 2 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 245 | 246 | 29 | 1 | 2 | 4 | 2 | 2 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 2 |
| 246 | 247 | 22 | 0 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 4 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 1 | 3 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 2.0 | 2 | 2 | 2 |
| 247 | 248 | 22 | 0 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 248 | 249 | 20 | 0 | 3 | 5 | 3 | 1 | 1 | 4 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 3 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 3 | 4.0 | 4 | 4 | 4 |
| 249 | 250 | 24 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 1 | 3 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 3 |
| 250 | 251 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 1 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 251 | 252 | 26 | 1 | 2 | 5 | 3 | 2 | 2 | 1 | 3 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 252 | 253 | 21 | 0 | 3 | 4 | 3 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 3.0 | 3 | 4 | 2 |
| 253 | 254 | 25 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 3 | 6 | 2 | 2 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 4 | 4 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 254 | 255 | 22 | 1 | 2 | 4 | 3 | 2 | 1 | 4 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 255 | 256 | 21 | 0 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 256 | 257 | 21 | 0 | 2 | 4 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 2 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 4 | 5 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 257 | 258 | 21 | 1 | 2 | 4 | 4 | 2 | 1 | 2 | 2 | 4 | 3 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 258 | 259 | 20 | 1 | 2 | 4 | 3 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 2 | 3 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 2 | 3 | 5 | 5 | 5 | 3 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 259 | 260 | 23 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 4 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 260 | 261 | 21 | 1 | 3 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 261 | 262 | 25 | 1 | 3 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 6 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 262 | 263 | 17 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 1 | 1 | 5 | 1 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 2 | 2 | 5 | 5 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 263 | 264 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 1 | 5 | 3 | 3 | 5.0 | 2 | 5 | 1 |
| 264 | 265 | 21 | 0 | 3 | 2 | 1 | 2 | 2 | 2 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 265 | 266 | 21 | 1 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 4 | 6 | 3 | 4 | 3 | 1 | 1 | 3 | 3 | 6 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 266 | 267 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 4.0 | 2 | 3 | 3 |
| 267 | 268 | 21 | 0 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 2 | 2 | 2 | 4 | 5 | 2 | 4 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 5 | 4 | 4 | 4.0 | 3 | 2 | 4 |
| 268 | 269 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 5 | 3 | 2 | 5 | 4 | 3 | 3.0 | 3 | 1 | 3 |
| 269 | 270 | 22 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 4 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 3 | 5 | 5 |
| 270 | 271 | 25 | 0 | 3 | 4 | 1 | 1 | 2 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 2 | 4 | 4 | 3 | 3 | 3 | 4 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 1 | 5.0 | 4 | 1 | 3 |
| 271 | 272 | 20 | 0 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 4 | 4 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 272 | 273 | 20 | 0 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 3 | 3 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 4 | 6 | 2 | 2 | 4 | 3 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 5 | 5 | 3 |
| 273 | 274 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 3 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 5 | 3 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 5 | 5 | 6 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 274 | 275 | 20 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 3 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 3 | 4.0 | 3 | 4 | 2 |
| 275 | 276 | 21 | 0 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 5 | 1 | 5 | 2 | 1 | 1 | 3 | 2 | 5 | 3 | 1 | 2 | 5 | 1 | 5 | 3 | 1 | 1 | 1 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 3 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 5 | 5.0 | 4 | 2 | 2 |
| 276 | 277 | 21 | 0 | 3 | 6 | 3 | 1 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 277 | 278 | 21 | 0 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 3 | 2 | 5 | 3 | 5 | 4 | 4 | 5 | 4 | 1 | 2 | 3 | 5 | 4 | 4 | 1 | 3 | 1 | 6 | 7 | 1 | 2 | 2 | 1 | 5 | 4 | 1 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 278 | 279 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 5 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 3 | 2 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 279 | 280 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 280 | 281 | 20 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 2 | 4 | 5 | 4 | 3 | 5.0 | 3 | 3 | 4 |
| 281 | 282 | 19 | 0 | 2 | 6 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 4 |
| 282 | 283 | 20 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 5 | 1 | 4 | 1 | 3 | 2 | 4 | 3 | 5 | 6 | 1 | 2 | 5 | 3 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 5 | 4 | 3 |
| 283 | 284 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 1 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 3 | 3 | 5 | 5 | 1 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 5 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 4 | 5 | 2 | 2 | 5 | 4 | 2 | 3.0 | 5 | 1 | 3 |
| 284 | 285 | 19 | 0 | 2 | 5 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 1 | 5 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 1 | 1 | 2 | 1 | 6 | 6 | 6 | 6 | 1 | 6 | 6 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5.0 | 4 | 4 | 4 |
| 285 | 286 | 19 | 0 | 2 | 4 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 5 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 286 | 287 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 2 | 1 | 5 | 2 | 3 | 4 | 2 | 4 | 1 | 3 | 1 | 5 | 3 | 4 | 6 | 5 | 1 | 2 | 3 | 4 | 4 | 2 | 4 | 2 | 2 | 3 | 4 | 2 | 4.0 | 3 | 4 | 4 |
| 287 | 288 | 19 | 0 | 2 | 4 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 1 | 5 | 1 | 3 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 5 | 1 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 5 | 2 | 2 |
| 288 | 289 | 19 | 0 | 2 | 4 | 3 | 1 | 1 | 2 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 3 | 1 | 2 | 2 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 289 | 290 | 22 | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 2 | 4 | 4 |
| 290 | 291 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 291 | 292 | 20 | 0 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 6 | 6 | 6 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 292 | 293 | 20 | 0 | 2 | 5 | 1 | 2 | 1 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 6 | 2 | 4 | 3 | 4 | 4 | 1 | 2 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 3 | 4 | 3 | 4 | 1 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 2 | 3 | 1 | 4 | 3 | 3.0 | 3 | 4 | 3 |
| 293 | 294 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 3 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 3 | 3 | 4.0 | 5 | 5 | 4 |
| 294 | 295 | 19 | 0 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 5 |
| 295 | 296 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 3 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 2 | 3 | 2 | 4 | 4 | 1 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 1 | 2 | 1 | 3 | 1 | 3 | 1 | 2 | 5 | 1 | 4 | 1 | 4 | 6 | 4 | 1 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 296 | 297 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 6 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 5 | 2 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 5 | 4 | 5 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 297 | 298 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 3 | 5 | 2 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 4.0 | 5 | 5 | 5 |
| 298 | 299 | 17 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 2 | 5 | 5 | 3 | 2 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 2 | 1 | 3 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 3 | 2 | 3 | 4 | 3 | 5 | 5.0 | 4 | 4 | 5 |
| 299 | 300 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 300 | 301 | 18 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 1 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 2 | 4 |
| 301 | 302 | 17 | 1 | 2 | 4 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 3 | 2 | 3 | 5.0 | 4 | 4 | 5 |
| 302 | 303 | 20 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 6 | 2 | 5 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 4 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 303 | 304 | 19 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 3 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 304 | 305 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 4 | 1 | 4 | 1 | 3 | 1 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 2 | 2.0 | 4 | 3 | 4 |
| 305 | 306 | 19 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 4 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 4 | 4.0 | 5 | 4 | 4 |
| 306 | 307 | 20 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 4 | 1 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 5 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 2 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 1 | 5 | 6 | 5 | 6 | 4 | 1 | 6 | 6 | 4 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 307 | 308 | 20 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 3 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 6 | 5 | 6 | 1 | 1 | 6 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 4 | 4.0 | 5 | 2 | 4 |
| 308 | 309 | 20 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 5 | 1 | 5 | 5 | 1 | 5 | 1 | 1 | 2 | 1 | 7 | 3 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4.0 | 4 | 3 | 3 |
| 309 | 310 | 20 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 310 | 311 | 20 | 1 | 2 | 3 | 2 | 2 | 1 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 311 | 312 | 20 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 3 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 312 | 313 | 20 | 1 | 2 | 4 | 3 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 4 | 2 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 313 | 314 | 19 | 0 | 2 | 3 | 1 | 2 | 1 | 5 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 314 | 315 | 20 | 0 | 2 | 5 | 2 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 6 | 1 | 4 | 5 | 2 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 4 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 6 | 1 | 6 | 2 | 5 | 2 | 2 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 315 | 316 | 20 | 0 | 2 | 4 | 2 | 1 | 2 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 4 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 6 | 3 | 3 | 3 | 5 | 2 | 2 | 4 | 1 | 2 | 4 | 5 | 4 | 5.0 | 5 | 5 | 2 |
| 316 | 317 | 20 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 5 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 2 | 3 | 4.0 | 4 | 4 | 4 |
| 317 | 318 | 22 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 3 |
| 318 | 319 | 20 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 319 | 320 | 20 | 0 | 3 | 4 | 4 | 2 | 1 | 5 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 4 | 1 | 3 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 5 | 2 | 1 | 4 | 4 | 4 | 6 | 2 | 5 | 4 | 1 | 1 | 1 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 4 | 1 | 1 |
| 320 | 321 | 21 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 6 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 1 | 6 | 7 | 4 | 4 | 7 | 1 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 4.0 | 3 | 4 | 4 |
| 321 | 322 | 22 | 0 | 3 | 4 | 2 | 1 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 322 | 323 | 23 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 5 | 4 | 5 | 4 | 2 | 2 | 5 | 5 | 3 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 3 | 5 | 3 | 1 | 2 | 3 | 6 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 323 | 324 | 24 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 5 | 2 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 324 | 325 | 17 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 2 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 325 | 326 | 22 | 0 | 3 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 5 | 2 | 3 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 1 | 4 | 2 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 6 | 1 | 4 | 3 | 2 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 2 | 4.0 | 4 | 4 | 3 |
| 326 | 327 | 29 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 3 | 4 | 6 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 5 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 2.0 | 2 | 2 | 2 |
| 327 | 328 | 20 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 5 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 3 | 1 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 328 | 329 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 329 | 330 | 16 | 0 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 2 | 2 | 3 | 3 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 3 | 5 | 1 | 2 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 2.0 | 5 | 5 | 1 |
| 330 | 331 | 19 | 0 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 5 | 4 | 2 | 2 | 5 | 5 | 2 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 6 | 1 | 2 | 1 | 6 | 5 | 4 | 3 | 5 | 4 | 5 | 2 | 5 | 3 | 2.0 | 3 | 1 | 1 |
| 331 | 332 | 20 | 0 | 1 | 4 | 4 | 1 | 1 | 1 | 2 | 2 | 6 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2.0 | 4 | 2 | 2 |
| 332 | 333 | 19 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 3 | 5 | 3 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 2 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 6 | 1 | 4 | 4 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 5 |
| 333 | 334 | 18 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3.0 | 1 | 1 | 3 |
| 334 | 335 | 18 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 6 | 5 | 2 | 2 | 2 | 2 | 3 | 2 | 5 | 2 | 4.0 | 2 | 1 | 1 |
| 335 | 336 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 5 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 336 | 337 | 18 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 5 | 4 | 4 | 2 | 2 | 2 | 5 | 4 | 2 | 4 | 3 | 4 | 4 | 2 | 1 | 3 | 4 | 5 | 2 | 5 | 1 | 4 | 5 | 3 | 4 | 3 | 5 | 1 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 4 | 5 | 2 | 5 | 5 | 4 | 1 | 3 | 1 | 2.0 | 5 | 4 | 1 |
| 337 | 338 | 17 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 7 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 4.0 | 4 | 5 | 5 |
| 338 | 339 | 18 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 339 | 340 | 19 | 1 | 1 | 2 | 4 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 6 | 3 | 4 | 4 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 3 | 4 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 4.0 | 1 | 1 | 3 |
| 340 | 341 | 19 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 5 | 1 | 4 | 2 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 341 | 342 | 19 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 6 | 3 | 5 | 1 | 3 | 5 | 5 | 3 | 1 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 4 |
| 342 | 343 | 19 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 1 | 2 | 4 | 4 | 2 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 3 | 5 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 3 | 3.0 | 5 | 5 | 5 |
| 343 | 344 | 20 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 6 | 1 | 1 | 3 | 2 | 1 | 5 | 4 | 2 | 5 | 4 | 3 | 3.0 | 5 | 3 | 3 |
| 344 | 345 | 20 | 1 | 2 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 6 | 5 | 5 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 1 | 4 | 2 | 2 | 5 | 3 | 5 | 4 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 345 | 346 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 2 | 2 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 3 | 5 | 6 | 2 | 4 | 1 | 3 | 3 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 346 | 347 | 20 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 4 | 3 | 2 | 3 | 3 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 1 | 1 | 1 | 3 | 3 | 1 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4.0 | 4 | 4 | 2 |
| 347 | 348 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 3 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 5 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 6 | 4 | 1 | 1 | 5 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 348 | 349 | 21 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 349 | 350 | 20 | 1 | 2 | 5 | 3 | 2 | 2 | 5 | 4 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 5 | 2 | 4 |
| 350 | 351 | 26 | 1 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 5 | 4 | 1 | 1 | 4 | 5 | 1 | 5 | 4 | 5 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 6 | 6 | 6 | 6 | 1 | 4 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 351 | 352 | 26 | 1 | 4 | 4 | 3 | 2 | 1 | 1 | 4 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 2 | 2 | 4 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 3 | 1 | 4 | 4 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 352 | 353 | 21 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 4 | 5 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 5 | 2 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 4 | 4 |
| 353 | 354 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 2 | 3 | 4 | 5 | 3 | 3 | 2 | 3 | 4 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 5.0 | 4 | 1 | 3 |
| 354 | 355 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 5 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 6 | 1 | 4 | 4 | 2 | 3 | 6 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 3 | 2 | 5 |
| 355 | 356 | 21 | 0 | 3 | 5 | 4 | 2 | 1 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 2 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 6 | 1 | 4 | 4 | 2 | 5 | 5 | 3 | 5 | 5 | 3 | 5.0 | 3 | 4 | 4 |
| 356 | 357 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 2 | 6 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 357 | 358 | 21 | 0 | 3 | 4 | 4 | 1 | 1 | 3 | 2 | 4 | 4 | 2 | 3 | 2 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 2 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 2 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 3 | 3 |
| 358 | 359 | 21 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 6 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 4 |
| 359 | 360 | 22 | 0 | 3 | 4 | 4 | 2 | 1 | 4 | 3 | 4 | 3 | 3 | 4 | 3 | 1 | 2 | 2 | 1 | 2 | 5 | 4 | 2 | 2 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 3 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 360 | 361 | 21 | 0 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 4 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 4 | 1 | 6 | 6 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 4 | 4 | 4 |
| 361 | 362 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 2 | 2 | 4 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 4 | 5 | 6 | 4 | 2 | 4 | 2 | 4 | 4 | 3 | 4 | 2 | 4 | 4.0 | 5 | 5 | 5 |
| 362 | 363 | 19 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 363 | 364 | 21 | 0 | 3 | 4 | 3 | 1 | 1 | 5 | 2 | 2 | 6 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 4 | 4 | 2 | 1 | 4 | 5 | 1 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 364 | 365 | 21 | 0 | 3 | 2 | 4 | 1 | 2 | 3 | 3 | 3 | 4 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4.0 | 5 | 5 | 3 |
| 365 | 366 | 22 | 0 | 3 | 5 | 3 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 6 | 3 | 4 | 4 | 1 | 1 | 4 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 4 | 2 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 366 | 367 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 2 | 2 |
| 367 | 368 | 18 | 0 | 2 | 2 | 2 | 1 | 1 | 5 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 368 | 369 | 18 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 4 | 1 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 369 | 370 | 18 | 0 | 2 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 370 | 371 | 18 | 0 | 2 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 371 | 372 | 19 | 0 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 4 | 3 |
| 372 | 373 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 4 | 1 | 2 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 3.0 | 4 | 5 | 5 |
| 373 | 374 | 17 | 0 | 2 | 2 | 3 | 1 | 1 | 5 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 2 | 2 | 3 | 4 | 4 | 3 | 2 | 5 | 4 | 5 | 5 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 7 | 4 | 2 | 4 | 1 | 4 | 3 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 4 | 3 | 5 |
| 374 | 375 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 4.0 | 2 | 4 | 3 |
| 375 | 376 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 4 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 4 | 1 | 3 | 5 | 5 | 4 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 2 | 3 | 1 | 3 | 2 | 4 | 1 | 3 | 1 | 1 | 2 | 3 | 5 | 1 | 2 | 1 | 1 | 3 | 6 | 1 | 1 | 1 | 4 | 3 | 1 | 2 | 3 | 5 | 3 | 4 | 1 | 4 | 5.0 | 1 | 2 | 5 |
| 376 | 377 | 18 | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 377 | 378 | 19 | 1 | 2 | 5 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 2 | 4 | 4 | 2 | 2 | 1 | 1 | 3 | 4 | 2 | 2 | 1 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 4.0 | 5 | 5 | 2 |
| 378 | 379 | 19 | 1 | 2 | 4 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 379 | 380 | 17 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 380 | 381 | 21 | 1 | 2 | 4 | 4 | 1 | 1 | 5 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 381 | 382 | 19 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 382 | 383 | 20 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 1 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 3 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 1 | 1 | 1 | 1 | 1 | 7 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5.0 | 4 | 2 | 4 |
| 383 | 384 | 20 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 1 | 7 | 5 | 3 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 384 | 385 | 20 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 385 | 386 | 19 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 4 | 4 | 1 | 1 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 6 | 2 | 3 | 4 | 3 | 1 | 5 | 3 | 4 | 4 | 2 | 4 | 4.0 | 3 | 3 | 1 |
| 386 | 387 | 23 | 0 | 2 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 4 | 1 | 1 | 6 | 1 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 5.0 | 2 | 2 | 3 |
| 387 | 388 | 24 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 6 | 3 | 2 | 1 | 1 | 2 | 2 | 1 | 6 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 4 | 4 | 1 | 3 | 6 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 388 | 389 | 22 | 1 | 3 | 5 | 2 | 2 | 1 | 2 | 3 | 2 | 4 | 3 | 3 | 3 | 1 | 2 | 1 | 6 | 4 | 4 | 4 | 1 | 1 | 4 | 5 | 1 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 2 | 3 | 2 | 5 | 3 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 4 | 2 | 4 |
| 389 | 390 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 1 | 3 | 4 | 4 | 3 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 4 |
| 390 | 391 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 3 | 4 | 6 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 1 | 1 | 3 | 4 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 391 | 392 | 22 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 6 | 5 | 5 | 1 | 1 | 3 | 5 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 392 | 393 | 22 | 1 | 3 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 1 | 3 | 2 | 5 | 4 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 393 | 394 | 22 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 2 | 3 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 394 | 395 | 23 | 1 | 3 | 5 | 3 | 1 | 5 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 4 | 5 | 1 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 395 | 396 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 5 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 4 | 3 | 3 | 4.0 | 3 | 4 | 3 |
| 396 | 397 | 22 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 397 | 398 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 2 | 3 | 4 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 398 | 399 | 21 | 0 | 3 | 4 | 3 | 2 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 4 | 4 | 4 | 1 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 3 | 4 | 4.0 | 3 | 3 | 3 |
| 399 | 400 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 2 | 5 | 2 | 5 | 4 | 3 | 1 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 3.0 | 4 | 4 | 3 |
| 400 | 401 | 23 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 6 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 1 | 1 | 1 | 6 | 6 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 401 | 402 | 26 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 5 | 2 | 1 | 1 | 4 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 6 | 1 | 6 | 6 | 4 | 4 | 2 | 5 | 1 | 3 | 5 | 5 | 5 | 4.0 | 5 | 5 | 1 |
| 402 | 403 | 26 | 1 | 3 | 4 | 3 | 1 | 1 | 4 | 1 | 4 | 5 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 5 | 5 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 2 | 4 | 3 | 1 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 3 | 3 | 1 | 6 | 1 | 6 | 3 | 4 | 1 | 4 | 1 | 3 | 5 | 4 | 3 | 3.0 | 1 | 4 | 4 |
| 403 | 404 | 22 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 1 | 6 | 4 | 4 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 3 | 4.0 | 3 | 4 | 3 |
| 404 | 405 | 24 | 1 | 1 | 4 | 2 | 2 | 1 | 4 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 1 | 1 | 4 | 4 | 1 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 2 | 2 | 5 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 2 | 1 | 1 | 1 | 6 | 1 | 5 | 3 | 5 | 5 | 1 | 1 | 4 | 3 | 1 | 3.0 | 3 | 4 | 2 |
| 405 | 406 | 24 | 0 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 6 | 1 | 6 | 4 | 4 | 1 | 4 | 1 | 2 | 5 | 4 | 1 | 4.0 | 5 | 1 | 3 |
| 406 | 407 | 26 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 1 | 4 | 6 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 1 | 3.0 | 4 | 1 | 3 |
| 407 | 408 | 22 | 1 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 2 | 3 | 3 | 1 | 1 | 4 | 4 | 1 | 4 | 3 | 3 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 2 | 2 | 5.0 | 2 | 1 | 1 |
| 408 | 409 | 25 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 1 | 2 | 6 | 3 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 1 | 1 | 3 |
| 409 | 410 | 25 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 5 | 5 | 3 |
| 410 | 411 | 22 | 0 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 4 | 4 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 3 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 3 | 1 | 6 | 4 | 1 | 1 | 4 | 3 | 1 | 3 | 1 | 1 | 4.0 | 4 | 1 | 3 |
| 411 | 412 | 26 | 1 | 4 | 5 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 1 | 1 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 5 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 3 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 4 | 1 | 4.0 | 4 | 4 | 4 |
| 412 | 413 | 26 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 2 | 4 | 1 | 6 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 2 | 3.0 | 3 | 3 | 3 |
| 413 | 414 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 5 | 4 | 3 | 2 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 4 | 6 | 1 | 3 | 4 | 1 | 4 | 3 | 2 | 4 | 2 | 2 | 5.0 | 3 | 4 | 4 |
| 414 | 415 | 23 | 1 | 3 | 6 | 1 | 2 | 1 | 5 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 6 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 415 | 416 | 23 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 3 | 3 | 4 | 3 | 2 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 2 | 1 | 1 | 3 | 3 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 1 | 3 | 4 | 3 | 5 | 5 | 2 | 3 | 3 | 4 | 5 | 5.0 | 2 | 1 | 1 |
| 416 | 417 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4.0 | 3 | 4 | 2 |
| 417 | 418 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 2 | 5 | 3 | 4 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 2 | 5 | 3 | 4 | 4.0 | 1 | 3 | 1 |
| 418 | 419 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 1 | 5 | 5 | 3 | 2 | 3 | 5 | 4 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 1 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 5.0 | 5 | 2 | 5 |
| 419 | 420 | 26 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 1 | 1 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4.0 | 4 | 4 | 2 |
| 420 | 421 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 421 | 422 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 1 | 2 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 2 |
| 422 | 423 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 3 | 3 | 1 | 2 | 1 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 2 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 2 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 3.0 | 4 | 4 | 4 |
| 423 | 424 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 6 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 424 | 425 | 21 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 5 | 2 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 4 | 1 | 6 | 1 | 3 | 1 | 4 | 3 | 2 | 3 | 5 | 4 | 5.0 | 3 | 5 | 4 |
| 425 | 426 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 4 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 1 | 4 | 2 | 4 | 1 | 5 | 4 | 5 | 5 | 4 | 2 | 2 | 5 | 6 | 2 | 4 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 4.0 | 4 | 3 | 3 |
| 426 | 427 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 1 | 5 | 5 | 3 | 3 | 1 | 4 | 5 | 1 | 3 | 3 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 4.0 | 3 | 3 | 3 |
| 427 | 428 | 20 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 6 | 1 | 1 | 4 | 2 | 2 | 1 | 6 | 3 | 5 | 4 | 3 | 1 | 5 | 2 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 4 | 1 | 2 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 2 | 3 | 5.0 | 5 | 2 | 4 |
| 428 | 429 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 429 | 430 | 20 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 4 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 3 | 4.0 | 5 | 4 | 2 |
| 430 | 431 | 21 | 1 | 3 | 5 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 5.0 | 5 | 5 | 4 |
| 431 | 432 | 21 | 1 | 3 | 3 | 3 | 1 | 2 | 2 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 4 | 5 | 2 |
| 432 | 433 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 4 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 1 | 3 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 3 | 5 | 3 | 3 | 5.0 | 5 | 3 | 2 |
| 433 | 434 | 21 | 1 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 434 | 435 | 21 | 1 | 3 | 1 | 4 | 2 | 2 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 1 | 3 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 4 | 1 | 1 | 2 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 7 | 1 | 4 | 1 | 5 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 435 | 436 | 23 | 1 | 3 | 3 | 1 | 1 | 1 | 5 | 4 | 2 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 3 | 4 | 5 | 3 | 2 | 5.0 | 3 | 3 | 3 |
| 436 | 437 | 23 | 1 | 3 | 4 | 3 | 2 | 1 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 5.0 | 3 | 3 | 3 |
| 437 | 438 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 4 | 1 | 2 | 2 | 2 | 4 | 3 | 2 | 1 | 2 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 438 | 439 | 21 | 1 | 3 | 5 | 2 | 1 | 1 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 6 | 3 | 5 | 2 | 4 | 3 | 4 | 3 | 2 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4 | 4 | 1 | 2 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 439 | 440 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 4 | 2 | 2 | 1 | 2 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 440 | 441 | 22 | 1 | 3 | 5 | 1 | 1 | 1 | 4 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
| 441 | 442 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 6 | 4 | 3 | 4 | 6 | 4 | 6 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 3.0 | 3 | 2 | 3 |
| 442 | 443 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 5 | 3 | 5 | 1 | 3 | 1 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4.0 | 5 | 2 | 2 |
| 443 | 444 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 6 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 5 | 3 | 5 | 1 | 6 | 6 | 6 | 6 | 5 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 2 | 2 |
| 444 | 445 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5.0 | 3 | 2 | 2 |
| 445 | 446 | 20 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 3.0 | 2 | 1 | 2 |
| 446 | 447 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 2 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 2 |
| 447 | 448 | 20 | 1 | 3 | 3 | 3 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 2 | 4 | 5.0 | 4 | 4 | 3 |
| 448 | 449 | 21 | 1 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 449 | 450 | 28 | 1 | 3 | 5 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 450 | 451 | 21 | 1 | 1 | 2 | 3 | 1 | 1 | 5 | 3 | 3 | 4 | 1 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 451 | 452 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 2 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4.0 | 4 | 4 | 3 |
| 452 | 453 | 27 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 5 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 5 | 5 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 453 | 454 | 22 | 1 | 3 | 5 | 2 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 454 | 455 | 22 | 1 | 3 | 4 | 4 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 455 | 456 | 21 | 1 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 1 | 5.0 | 5 | 2 | 1 |
| 456 | 457 | 21 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 3 | 3 | 1 | 3 | 3 | 1 | 1 | 2 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 5.0 | 4 | 2 | 2 |
| 457 | 458 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 7 | 2 | 2 | 2 | 4 | 2 | 3 | 5 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 458 | 459 | 22 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 1 | 3 | 4 | 1 | 1 | 2 | 2 | 3 | 5 | 3 | 3 | 3 | 2 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 6 | 6 | 4 | 1 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 2 |
| 459 | 460 | 22 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 3 |
| 460 | 461 | 21 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 5 | 5 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 4 | 4.0 | 4 | 2 | 2 |
| 461 | 462 | 25 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 4.0 | 4 | 3 | 4 |
| 462 | 463 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 5 | 5 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 2 | 5.0 | 3 | 2 | 1 |
| 463 | 464 | 21 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 464 | 465 | 22 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 1 | 6 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 5 |
| 465 | 466 | 21 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 1 | 5.0 | 1 | 1 | 1 |
| 466 | 467 | 20 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 5 | 4 |
| 467 | 468 | 21 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 1 | 4 | 5 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 3 | 3 |
| 468 | 469 | 23 | 1 | 3 | 4 | 1 | 1 | 1 | 5 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 469 | 470 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 3 | 3.0 | 3 | 3 | 3 |
| 470 | 471 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 471 | 472 | 23 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 3 | 5 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 | 1 | 1 | 2 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3.0 | 5 | 3 | 4 |
| 472 | 473 | 23 | 1 | 3 | 2 | 1 | 1 | 5 | 4 | 2 | 5 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 5 | 6 | 5 | 3 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 7 | 1 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 5.0 | 3 | 4 | 4 |
| 473 | 474 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 2.0 | 4 | 4 | 2 |
| 474 | 475 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 5 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 5 | 5 | 3 |
| 475 | 476 | 22 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 4 | 5 | 4 | 3 | 1 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 2 | 3 | 7 | 7 | 1 | 1 | 1 | 5 | 7 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 4.0 | 5 | 5 | 4 |
| 476 | 477 | 20 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 2 | 4.0 | 5 | 3 | 2 |
| 477 | 478 | 22 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 5 | 3 | 3 | 3 | 1 | 1 | 4 | 2 | 3 | 5 | 2 | 4 | 3 | 5 | 5 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 478 | 479 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 479 | 480 | 22 | 1 | 3 | 5 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 1 | 1 | 4 | 1 | 5 | 1 | 5 | 6 | 5 | 5 | 6 | 4 | 5 | 1 | 2 | 1 | 4 | 2 | 1 | 5 | 3 | 2 | 4.0 | 2 | 1 | 1 |
| 480 | 481 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 4 | 3 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 1 | 1 | 5 | 1 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 4.0 | 3 | 3 | 3 |
| 481 | 482 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 4 | 4 | 3 | 5 | 1 | 1 | 2 | 1 | 4 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 482 | 483 | 22 | 1 | 3 | 6 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 4 | 3 | 2 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 4 | 1 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 5 | 4 | 4 |
| 483 | 484 | 24 | 1 | 3 | 2 | 2 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 2 | 2 | 3 | 2 | 5 | 3 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 3 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 484 | 485 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 1 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 485 | 486 | 28 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 2 | 4 | 3 | 4 | 3 | 4 | 4 | 1 | 2 | 1 | 3 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 3 | 5.0 | 3 | 5 | 4 |
| 486 | 487 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 1 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 3 | 2 | 3 | 3 | 5 | 3 | 4 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 3 | 5 | 6 | 3 | 4 | 6 | 6 | 4 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 487 | 488 | 22 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 1 | 4 | 3 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5.0 | 3 | 4 | 3 |
| 488 | 489 | 24 | 1 | 3 | 4 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 3 | 4 | 5 | 3 | 3 | 5 | 3 | 1 | 3 | 3 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 1 | 3 | 2 | 1 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 489 | 490 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 1 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 5.0 | 4 | 3 | 3 |
| 490 | 491 | 22 | 1 | 3 | 1 | 1 | 2 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 4 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 491 | 492 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 2 | 4 | 5 | 4 | 3 | 3 | 5 | 3 | 2 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 492 | 493 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 493 | 494 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 4 |
| 494 | 495 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 2 | 5.0 | 2 | 2 | 2 |
| 495 | 496 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 3 | 3 | 3 | 1 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5.0 | 5 | 3 | 1 |
| 496 | 497 | 24 | 1 | 3 | 6 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 1 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4.0 | 3 | 3 | 4 |
| 497 | 498 | 25 | 1 | 3 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 2 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 498 | 499 | 24 | 1 | 3 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 3.0 | 4 | 3 | 3 |
| 499 | 500 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 3 | 4 | 5 | 2 | 3 | 4 | 5 | 3 | 5 | 4 | 2 | 1 | 2 | 2 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 5 | 3 | 5 | 3 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 2 | 1 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 3 | 4 | 2 | 5 | 1 | 2 | 5 | 3 | 2 | 4.0 | 5 | 1 | 3 |
| 500 | 501 | 21 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 501 | 502 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 3 | 3 | 4 | 6 | 3 | 3 | 1 | 4 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 1 | 1 |
| 502 | 503 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 503 | 504 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 5 | 4 | 2 | 1 | 4 | 5 | 3 | 5 | 4 | 4 | 5 | 2 | 4 | 3 | 5 | 2 | 1 | 4 | 5 | 4 | 2 | 4 | 1 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 3 | 2 | 3 | 3 | 1 | 4 | 2 | 6 | 3 | 5 | 3 | 4 | 3 | 3 | 5 | 2 | 4 | 1.0 | 5 | 4 | 2 |
| 504 | 505 | 21 | 1 | 3 | 6 | 4 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 3 | 4 | 2 | 1 | 1 | 2 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 505 | 506 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 3 | 1 | 1 | 2 | 6 | 3 | 4 | 5 | 4 | 1 | 3 | 4 | 5 | 3 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 2 | 3 | 5 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 3 | 2 | 3 | 4 | 5 | 4 | 4 | 5 | 3 | 1 | 3 | 4 | 2 | 4 | 3 | 5.0 | 3 | 4 | 2 |
| 506 | 507 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 2 | 3 | 3 | 2 | 3 | 3.0 | 2 | 1 | 2 |
| 507 | 508 | 21 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 508 | 509 | 27 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 4 | 3 |
| 509 | 510 | 22 | 1 | 3 | 2 | 4 | 1 | 1 | 4 | 2 | 4 | 4 | 1 | 4 | 3 | 2 | 2 | 1 | 3 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 4 | 5 | 5 | 1 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 5 | 3 | 4.0 | 4 | 4 | 2 |
| 510 | 511 | 22 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 5 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 5 | 5.0 | 1 | 1 | 1 |
| 511 | 512 | 21 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 1 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 1 | 4 | 4 | 3 | 5.0 | 5 | 2 | 3 |
| 512 | 513 | 23 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 1 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 513 | 514 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 1 | 1 | 4 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 3 | 4.0 | 4 | 5 | 3 |
| 514 | 515 | 22 | 1 | 3 | 6 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 5 | 5 | 2 | 2 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 3 | 4 | 5 | 2 | 1 | 2 | 3 | 2 | 5 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 4 | 6 | 5 | 5 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 3 | 5.0 | 2 | 4 | 1 |
| 515 | 516 | 22 | 1 | 4 | 6 | 1 | 1 | 2 | 4 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 3 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 4.0 | 2 | 1 | 1 |
| 516 | 517 | 25 | 0 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 4 | 6 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 6 | 5 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 517 | 518 | 18 | 0 | 2 | 4 | 4 | 1 | 1 | 4 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 518 | 519 | 21 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 519 | 520 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 3 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 520 | 521 | 18 | 0 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 3 | 3 | 5 | 2 | 5 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 521 | 522 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 5.0 | 5 | 5 | 5 |
| 522 | 523 | 20 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 523 | 524 | 23 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 4 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 4 | 4 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 524 | 525 | 23 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 525 | 526 | 22 | 0 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 526 | 527 | 22 | 0 | 3 | 4 | 4 | 1 | 1 | 5 | 1 | 4 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
qstns = pd.read_csv('Questionnaire.csv', encoding='latin-1')
#qstns.columns=None
qstns
| Question_ID | Feature | Question | |
|---|---|---|---|
| 0 | Q1 | Record_ID | Record_ID |
| 1 | Q2 | Age | Age |
| 2 | Q3 | Gender | Gender (Male/Female) |
| 3 | Q4 | Education | Educational Qualification - 1) Intermediate/eq... |
| 4 | Q5 | Father Occupation | Father occupation - 1) Coolie 2)Farmer 3)Self-... |
| 5 | Q6 | Household Income | Household income per month - 1)<Rs.5000 2)R... |
| 6 | Q7 | Native (Rural/Urban) | Where are you from?(Rural/Urban) |
| 7 | Q8 | Handset Type(Color/ Black & white) | Type of your handset?(Color/ Black & white) |
| 8 | Q9 | Handset Brand | Which brand of handset are you using currently... |
| 9 | Q10 | Handset Selection Reason | What made you to select this handset? - 1)Bran... |
| 10 | Q11 | Handset Cost | How much price does your handset costs ? - 1)<... |
| 11 | Q12 | Handset Age | Since how long you have been using this handse... |
| 12 | Q13 | Calls Receiving per day | How many calls you receive per a day? - 1)<10 ... |
| 13 | Q14 | SMS Receiving per day | How many SMS you receive per a day? - 1)<10 2)... |
| 14 | Q15 | SMS Sending per day | How many SMS you send per a day? - 1)<10 2)10-... |
| 15 | Q16 | Frequent Communication Type | Which form of communication do you usually us... |
| 16 | Q17 | Feel safe and secure with mobile | Do you face any problems when you lose/ do not... |
| 17 | Q18 | Monthly Mobile Expenditure | How much you are spending towards mobile per m... |
| 18 | Q19 | Current Service Provider | Which service provider do you use currently? -... |
| 19 | Q20 | Current Service Provider Age | How long you have been using this service prov... |
| 20 | Q21-1 | SP - Influence Rating for Signal | Rate the influence of the following factors in... |
| 21 | Q21-2 | SP - Influence Rating for Customer care | Rate the influence of the following factors in... |
| 22 | Q21-3 | SP - Influence Rating for Electronic media | Rate the influence of the following factors in... |
| 23 | Q21-4 | SP - Influence Rating for Hoardings | Rate the influence of the following factors in... |
| 24 | Q21-5 | SP - Influence Rating for Friends | Rate the influence of the following factors in... |
| 25 | Q21-6 | SP - Influence Rating for Family members | Rate the influence of the following factors in... |
| 26 | Q21-7 | SP - Influence Rating for Print media | Rate the influence of the following factors in... |
| 27 | Q21-8 | SP - Influence Rating for Call costs | Rate the influence of the following factors in... |
| 28 | Q22-1 | HS - Influence Rating for Brand | Rate the influence of the following factors in... |
| 29 | Q22-2 | HS - Influence Rating for Battery back up | Rate the influence of the following factors in... |
| 30 | Q22-3 | HS - Influence Rating for Keypad | Rate the influence of the following factors in... |
| 31 | Q22-4 | HS - Influence Rating for Display | Rate the influence of the following factors in... |
| 32 | Q22-5 | HS - Influence Rating for Sound | Rate the influence of the following factors in... |
| 33 | Q22-6 | HS - Influence Rating for Size of the screen | Rate the influence of the following factors in... |
| 34 | Q22-7 | HS - Influence Rating for Electronic media | Rate the influence of the following factors in... |
| 35 | Q22-8 | HS - Influence Rating for Print media | Rate the influence of the following factors in... |
| 36 | Q22-9 | HS - Influence Rating for Hoardings | Rate the influence of the following factors in... |
| 37 | Q22-10 | HS - Influence Rating for Friends | Rate the influence of the following factors in... |
| 38 | Q22-11 | HS - Influence Rating for Family members | Rate the influence of the following factors in... |
| 39 | Q22-12 | HS - Influence Rating for Voice clarity | Rate the influence of the following factors in... |
| 40 | Q22-13 | HS - Influence Rating for MP3 facility | Rate the influence of the following factors in... |
| 41 | Q22-14 | HS - Influence Rating for Bluetooth | Rate the influence of the following factors in... |
| 42 | Q22-15 | HS - Influence Rating for Camera pixels | Rate the influence of the following factors in... |
| 43 | Q22-16 | HS - Influence Rating for FM radio | Rate the influence of the following factors in... |
| 44 | Q22-17 | HS - Influence Rating for Games | Rate the influence of the following factors in... |
| 45 | Q22-18 | HS - Influence Rating for Video | Rate the influence of the following factors in... |
| 46 | Q22-19 | HS - Influence Rating for Memory size | Rate the influence of the following factors in... |
| 47 | Q22-20 | HS - Influence Rating for Price | Rate the influence of the following factors in... |
| 48 | Q22-21 | HS - Influence Rating for Stylish | Rate the influence of the following factors in... |
| 49 | Q23-1 | Stylish Handset Brand | In your opinion which of the following feature... |
| 50 | Q23-2 | More Models Handset Brand | In your opinion which of the following feature... |
| 51 | Q23-3 | User friendly Handset Brand | In your opinion which of the following feature... |
| 52 | Q23-4 | Reasonable prices Handset Brand | In your opinion which of the following feature... |
| 53 | Q23-5 | Added features Handset Brand | In your opinion which of the following feature... |
| 54 | Q23-6 | Customer service Handset Brand | In your opinion which of the following feature... |
| 55 | Q23-7 | Advertisements Handset Brand | In your opinion which of the following feature... |
| 56 | Q23-8 | Sales promotions Handset Brand | In your opinion which of the following feature... |
| 57 | Q23-9 | Available service centers Handset Brand | In your opinion which of the following feature... |
| 58 | Q23-10 | Durability Handset Brand | In your opinion which of the following feature... |
| 59 | Q23-11 | Overall, I like the Handset Brand | In your opinion which of the following feature... |
| 60 | Q24-1 | User friendly Service Provider | In your opinion which of the following feature... |
| 61 | Q24-2 | Added features Service Provider | In your opinion which of the following feature... |
| 62 | Q24-3 | Customer service Service Provider | In your opinion which of the following feature... |
| 63 | Q24-4 | Advertisements Service Provider | In your opinion which of the following feature... |
| 64 | Q24-5 | Sales promotions Service Provider | In your opinion which of the following feature... |
| 65 | Q24-6 | Available service centers Service Provider | In your opinion which of the following feature... |
| 66 | Q24-7 | Overall, I like Service Provider | In your opinion which of the following feature... |
| 67 | Q25-1 | All my friends use | I use cell phone because (Rate): - I use cell ... |
| 68 | Q25-2 | Old fashioned | I use cell phone because (Rate): - I look old ... |
| 69 | Q25-3 | Prestige | I use cell phone because (Rate): - It brings m... |
| 70 | Q25-4 | Secure | I use cell phone because (Rate): - I feel secu... |
| 71 | Q25-5 | Show-off | I use cell phone because (Rate): - I like show... |
| 72 | Q25-6 | Life style | I use cell phone because (Rate): - It matches ... |
| 73 | Q25-7 | Communication | I use cell phone because (Rate): - I need it f... |
| 74 | Q25-8 | Facilities | I use cell phone because (Rate): - I make use ... |
| 75 | Q25-9 | Life easier | I use cell phone because (Rate): - It makes m... |
| 76 | Q25-10 | Call Friends and Family | I use cell phone because (Rate): - Mostly use ... |
| 77 | Q25-11 | Mostly use SMS | I use cell phone because (Rate): - Mostly use ... |
| 78 | Q25-12 | Music or Videos | I use cell phone because (Rate): - Mostly use ... |
| 79 | Q25-13 | Games | I use cell phone because (Rate): - Mostly use ... |
qstns.iloc[:, 1]
0 Record_ID 1 Age 2 Gender 3 Education 4 Father Occupation 5 Household Income 6 Native (Rural/Urban) 7 Handset Type(Color/ Black & white) 8 Handset Brand 9 Handset Selection Reason 10 Handset Cost 11 Handset Age 12 Calls Receiving per day 13 SMS Receiving per day 14 SMS Sending per day 15 Frequent Communication Type 16 Feel safe and secure with mobile 17 Monthly Mobile Expenditure 18 Current Service Provider 19 Current Service Provider Age 20 SP - Influence Rating for Signal 21 SP - Influence Rating for Customer care 22 SP - Influence Rating for Electronic media 23 SP - Influence Rating for Hoardings 24 SP - Influence Rating for Friends 25 SP - Influence Rating for Family members 26 SP - Influence Rating for Print media 27 SP - Influence Rating for Call costs 28 HS - Influence Rating for Brand 29 HS - Influence Rating for Battery back up 30 HS - Influence Rating for Keypad 31 HS - Influence Rating for Display 32 HS - Influence Rating for Sound 33 HS - Influence Rating for Size of the screen 34 HS - Influence Rating for Electronic media 35 HS - Influence Rating for Print media 36 HS - Influence Rating for Hoardings 37 HS - Influence Rating for Friends 38 HS - Influence Rating for Family members 39 HS - Influence Rating for Voice clarity 40 HS - Influence Rating for MP3 facility 41 HS - Influence Rating for Bluetooth 42 HS - Influence Rating for Camera pixels 43 HS - Influence Rating for FM radio 44 HS - Influence Rating for Games 45 HS - Influence Rating for Video 46 HS - Influence Rating for Memory size 47 HS - Influence Rating for Price 48 HS - Influence Rating for Stylish 49 Stylish Handset Brand 50 More Models Handset Brand 51 User friendly Handset Brand 52 Reasonable prices Handset Brand 53 Added features Handset Brand 54 Customer service Handset Brand 55 Advertisements Handset Brand 56 Sales promotions Handset Brand 57 Available service centers Handset Brand 58 Durability Handset Brand 59 Overall, I like the Handset Brand 60 User friendly Service Provider 61 Added features Service Provider 62 Customer service Service Provider 63 Advertisements Service Provider 64 Sales promotions Service Provider 65 Available service centers Service Provider 66 Overall, I like Service Provider 67 All my friends use 68 Old fashioned 69 Prestige 70 Secure 71 Show-off 72 Life style 73 Communication 74 Facilities 75 Life easier 76 Call Friends and Family 77 Mostly use SMS 78 Music or Videos 79 Games Name: Feature, dtype: object
qstns.iloc[:, 2]
0 Record_ID 1 Age 2 Gender (Male/Female) 3 Educational Qualification - 1) Intermediate/eq... 4 Father occupation - 1) Coolie 2)Farmer 3)Self-... 5 Household income per month - 1)<Rs.5000 2)R... 6 Where are you from?(Rural/Urban) 7 Type of your handset?(Color/ Black & white) 8 Which brand of handset are you using currently... 9 What made you to select this handset? - 1)Bran... 10 How much price does your handset costs ? - 1)<... 11 Since how long you have been using this handse... 12 How many calls you receive per a day? - 1)<10 ... 13 How many SMS you receive per a day? - 1)<10 2)... 14 How many SMS you send per a day? - 1)<10 2)10-... 15 Which form of communication do you usually us... 16 Do you face any problems when you lose/ do not... 17 How much you are spending towards mobile per m... 18 Which service provider do you use currently? -... 19 How long you have been using this service prov... 20 Rate the influence of the following factors in... 21 Rate the influence of the following factors in... 22 Rate the influence of the following factors in... 23 Rate the influence of the following factors in... 24 Rate the influence of the following factors in... 25 Rate the influence of the following factors in... 26 Rate the influence of the following factors in... 27 Rate the influence of the following factors in... 28 Rate the influence of the following factors in... 29 Rate the influence of the following factors in... 30 Rate the influence of the following factors in... 31 Rate the influence of the following factors in... 32 Rate the influence of the following factors in... 33 Rate the influence of the following factors in... 34 Rate the influence of the following factors in... 35 Rate the influence of the following factors in... 36 Rate the influence of the following factors in... 37 Rate the influence of the following factors in... 38 Rate the influence of the following factors in... 39 Rate the influence of the following factors in... 40 Rate the influence of the following factors in... 41 Rate the influence of the following factors in... 42 Rate the influence of the following factors in... 43 Rate the influence of the following factors in... 44 Rate the influence of the following factors in... 45 Rate the influence of the following factors in... 46 Rate the influence of the following factors in... 47 Rate the influence of the following factors in... 48 Rate the influence of the following factors in... 49 In your opinion which of the following feature... 50 In your opinion which of the following feature... 51 In your opinion which of the following feature... 52 In your opinion which of the following feature... 53 In your opinion which of the following feature... 54 In your opinion which of the following feature... 55 In your opinion which of the following feature... 56 In your opinion which of the following feature... 57 In your opinion which of the following feature... 58 In your opinion which of the following feature... 59 In your opinion which of the following feature... 60 In your opinion which of the following feature... 61 In your opinion which of the following feature... 62 In your opinion which of the following feature... 63 In your opinion which of the following feature... 64 In your opinion which of the following feature... 65 In your opinion which of the following feature... 66 In your opinion which of the following feature... 67 I use cell phone because (Rate): - I use cell ... 68 I use cell phone because (Rate): - I look old ... 69 I use cell phone because (Rate): - It brings m... 70 I use cell phone because (Rate): - I feel secu... 71 I use cell phone because (Rate): - I like show... 72 I use cell phone because (Rate): - It matches ... 73 I use cell phone because (Rate): - I need it f... 74 I use cell phone because (Rate): - I make use ... 75 I use cell phone because (Rate): - It makes m... 76 I use cell phone because (Rate): - Mostly use ... 77 I use cell phone because (Rate): - Mostly use ... 78 I use cell phone because (Rate): - Mostly use ... 79 I use cell phone because (Rate): - Mostly use ... Name: Question, dtype: object
qstns['Feature']
0 Record_ID 1 Age 2 Gender 3 Education 4 Father Occupation 5 Household Income 6 Native (Rural/Urban) 7 Handset Type(Color/ Black & white) 8 Handset Brand 9 Handset Selection Reason 10 Handset Cost 11 Handset Age 12 Calls Receiving per day 13 SMS Receiving per day 14 SMS Sending per day 15 Frequent Communication Type 16 Feel safe and secure with mobile 17 Monthly Mobile Expenditure 18 Current Service Provider 19 Current Service Provider Age 20 SP - Influence Rating for Signal 21 SP - Influence Rating for Customer care 22 SP - Influence Rating for Electronic media 23 SP - Influence Rating for Hoardings 24 SP - Influence Rating for Friends 25 SP - Influence Rating for Family members 26 SP - Influence Rating for Print media 27 SP - Influence Rating for Call costs 28 HS - Influence Rating for Brand 29 HS - Influence Rating for Battery back up 30 HS - Influence Rating for Keypad 31 HS - Influence Rating for Display 32 HS - Influence Rating for Sound 33 HS - Influence Rating for Size of the screen 34 HS - Influence Rating for Electronic media 35 HS - Influence Rating for Print media 36 HS - Influence Rating for Hoardings 37 HS - Influence Rating for Friends 38 HS - Influence Rating for Family members 39 HS - Influence Rating for Voice clarity 40 HS - Influence Rating for MP3 facility 41 HS - Influence Rating for Bluetooth 42 HS - Influence Rating for Camera pixels 43 HS - Influence Rating for FM radio 44 HS - Influence Rating for Games 45 HS - Influence Rating for Video 46 HS - Influence Rating for Memory size 47 HS - Influence Rating for Price 48 HS - Influence Rating for Stylish 49 Stylish Handset Brand 50 More Models Handset Brand 51 User friendly Handset Brand 52 Reasonable prices Handset Brand 53 Added features Handset Brand 54 Customer service Handset Brand 55 Advertisements Handset Brand 56 Sales promotions Handset Brand 57 Available service centers Handset Brand 58 Durability Handset Brand 59 Overall, I like the Handset Brand 60 User friendly Service Provider 61 Added features Service Provider 62 Customer service Service Provider 63 Advertisements Service Provider 64 Sales promotions Service Provider 65 Available service centers Service Provider 66 Overall, I like Service Provider 67 All my friends use 68 Old fashioned 69 Prestige 70 Secure 71 Show-off 72 Life style 73 Communication 74 Facilities 75 Life easier 76 Call Friends and Family 77 Mostly use SMS 78 Music or Videos 79 Games Name: Feature, dtype: object
qstns['Question']
0 Record_ID 1 Age 2 Gender (Male/Female) 3 Educational Qualification - 1) Intermediate/eq... 4 Father occupation - 1) Coolie 2)Farmer 3)Self-... 5 Household income per month - 1)<Rs.5000 2)R... 6 Where are you from?(Rural/Urban) 7 Type of your handset?(Color/ Black & white) 8 Which brand of handset are you using currently... 9 What made you to select this handset? - 1)Bran... 10 How much price does your handset costs ? - 1)<... 11 Since how long you have been using this handse... 12 How many calls you receive per a day? - 1)<10 ... 13 How many SMS you receive per a day? - 1)<10 2)... 14 How many SMS you send per a day? - 1)<10 2)10-... 15 Which form of communication do you usually us... 16 Do you face any problems when you lose/ do not... 17 How much you are spending towards mobile per m... 18 Which service provider do you use currently? -... 19 How long you have been using this service prov... 20 Rate the influence of the following factors in... 21 Rate the influence of the following factors in... 22 Rate the influence of the following factors in... 23 Rate the influence of the following factors in... 24 Rate the influence of the following factors in... 25 Rate the influence of the following factors in... 26 Rate the influence of the following factors in... 27 Rate the influence of the following factors in... 28 Rate the influence of the following factors in... 29 Rate the influence of the following factors in... 30 Rate the influence of the following factors in... 31 Rate the influence of the following factors in... 32 Rate the influence of the following factors in... 33 Rate the influence of the following factors in... 34 Rate the influence of the following factors in... 35 Rate the influence of the following factors in... 36 Rate the influence of the following factors in... 37 Rate the influence of the following factors in... 38 Rate the influence of the following factors in... 39 Rate the influence of the following factors in... 40 Rate the influence of the following factors in... 41 Rate the influence of the following factors in... 42 Rate the influence of the following factors in... 43 Rate the influence of the following factors in... 44 Rate the influence of the following factors in... 45 Rate the influence of the following factors in... 46 Rate the influence of the following factors in... 47 Rate the influence of the following factors in... 48 Rate the influence of the following factors in... 49 In your opinion which of the following feature... 50 In your opinion which of the following feature... 51 In your opinion which of the following feature... 52 In your opinion which of the following feature... 53 In your opinion which of the following feature... 54 In your opinion which of the following feature... 55 In your opinion which of the following feature... 56 In your opinion which of the following feature... 57 In your opinion which of the following feature... 58 In your opinion which of the following feature... 59 In your opinion which of the following feature... 60 In your opinion which of the following feature... 61 In your opinion which of the following feature... 62 In your opinion which of the following feature... 63 In your opinion which of the following feature... 64 In your opinion which of the following feature... 65 In your opinion which of the following feature... 66 In your opinion which of the following feature... 67 I use cell phone because (Rate): - I use cell ... 68 I use cell phone because (Rate): - I look old ... 69 I use cell phone because (Rate): - It brings m... 70 I use cell phone because (Rate): - I feel secu... 71 I use cell phone because (Rate): - I like show... 72 I use cell phone because (Rate): - It matches ... 73 I use cell phone because (Rate): - I need it f... 74 I use cell phone because (Rate): - I make use ... 75 I use cell phone because (Rate): - It makes m... 76 I use cell phone because (Rate): - Mostly use ... 77 I use cell phone because (Rate): - Mostly use ... 78 I use cell phone because (Rate): - Mostly use ... 79 I use cell phone because (Rate): - Mostly use ... Name: Question, dtype: object
data.columns
Index(['Q1', 'Q2', 'Q3', 'Q4', 'Q5', 'Q6', 'Q7', 'Q8', 'Q9', 'Q10', 'Q11',
'Q12', 'Q13', 'Q14', 'Q15', 'Q16', 'Q17', 'Q18', 'Q19', 'Q20', 'Q21-1',
'Q21-2', 'Q21-3', 'Q21-4', 'Q21-5', 'Q21-6', 'Q21-7', 'Q21-8', 'Q22-1',
'Q22-2', 'Q22-3', 'Q22-4', 'Q22-5', 'Q22-6', 'Q22-7', 'Q22-8', 'Q22-9',
'Q22-10', 'Q22-11', 'Q22-12', 'Q22-13', 'Q22-14', 'Q22-15', 'Q22-16',
'Q22-17', 'Q22-18', 'Q22-19', 'Q22-20', 'Q22-21', 'Q23-1', 'Q23-2',
'Q23-3', 'Q23-4', 'Q23-5', 'Q23-6', 'Q23-7', 'Q23-8', 'Q23-9', 'Q23-10',
'Q23-11', 'Q24-1', 'Q24-2', 'Q24-3', 'Q24-4', 'Q24-5', 'Q24-6', 'Q24-7',
'Q25-1', 'Q25-2', 'Q25-3', 'Q25-4', 'Q25-5', 'Q25-6', 'Q25-7', 'Q25-8',
'Q25-9', 'Q25-10', 'Q25-11', 'Q25-12', 'Q25-13'],
dtype='object')
data1 = data.copy() # Create a copy of the original DataFrame
data1.columns = qstns['Feature']
data1.index.name = None
data1
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 21 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 3 | 2 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 5 | 4 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 2 | 3 | 2 |
| 1 | 2 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | 2 | 4 | 5 | 3 | 5 | 1 | 4 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 7 | 5 | 1 | 1 | 1 | 3 | 5 | 1 | 3 | 5 | 2 | 5 | 5 | 3 | 4 | 5.0 | 3 | 2 | 3 |
| 2 | 3 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 3 | 4 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 4 | 5 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 5 | 6 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 4 | 4 | 4 | 1 | 3 | 4 | 1 | 5 | 5 | 7 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 2 | 2 | 4 | 5 | 4 | 4.0 | 5 | 5 | 3 |
| 6 | 7 | 24 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 6 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 6 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 1 | 4 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 7 | 7 | 6 | 7 | 1 | 1 | 7 | 1 | 4 | 4 | 5 | 1 | 1 | 5 | 5 | 1 | 1.0 | 1 | 1 | 1 |
| 7 | 8 | 21 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 3 | 4 | 4 |
| 8 | 9 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4.0 | 3 | 4 | 4 |
| 9 | 10 | 22 | 1 | 2 | 4 | 3 | 1 | 1 | 4 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 4 | 2 |
| 10 | 11 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 3 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 3 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 6 | 1 | 1 | 3 | 3 | 2 | 4 | 3 | 3 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 11 | 12 | 21 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 12 | 13 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 3 | 1 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 2 | 4 | 4 |
| 13 | 14 | 22 | 1 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 6 | 5 | 5 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 1 |
| 14 | 15 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 1 | 1 | 5 | 5 | 6 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 4 | 5 | 3 |
| 15 | 16 | 21 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 4 | 3 | 2 | 4 | 5 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 2 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 3 | 5.0 | 5 | 2 | 3 |
| 16 | 17 | 21 | 0 | 3 | 4 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 1 | 1 | 3 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 2 | 3 | 2 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 17 | 18 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 3 | 1 | 1 | 3 | 3 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 3.0 | 3 | 3 | 2 |
| 18 | 19 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 2 | 2 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 3 | 3 | 4 | 4 | 3 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 2 | 3 | 5 | 4 | 6 | 6 | 1 | 5 | 5 | 6 | 2 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 3.0 | 3 | 2 | 2 |
| 19 | 20 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 2 | 2 | 3 | 4 | 4 | 2 | 1 | 2 | 3 | 2 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 3 | 2 | 2 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 2 | 3 | 1 | 1 | 3 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 3.0 | 3 | 2 | 3 |
| 20 | 21 | 24 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 3 | 5 | 3 | 5 | 3 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 3 | 5 | 3.0 | 1 | 1 | 1 |
| 21 | 22 | 22 | 0 | 3 | 4 | 2 | 2 | 1 | 3 | 4 | 3 | 2 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 3 | 3 | 3 | 4 | 5 | 2 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 3 | 2 | 4 | 5 | 3 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 5 | 5 | 5 | 2 | 5 | 5 | 2 | 3 | 2 | 2.0 | 5 | 3 | 2 |
| 22 | 23 | 28 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 23 | 24 | 22 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 4 | 4.0 | 5 | 4 | 4 |
| 24 | 25 | 23 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 3 | 2 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 3 | 5 | 3 | 3 | 3.0 | 5 | 3 | 2 |
| 25 | 26 | 24 | 1 | 3 | 4 | 3 | 1 | 1 | 4 | 2 | 3 | 5 | 2 | 2 | 3 | 1 | 1 | 3 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 5 | 2 | 1 | 1 | 3 | 1 | 2 | 2 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 26 | 27 | 24 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 2 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 5 | 3 | 5 | 5 | 4 | 5 | 5.0 | 4 | 4 | 4 |
| 27 | 28 | 24 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 5 | 3 | 5 | 5 | 4 | 5 | 4.0 | 4 | 3 | 3 |
| 28 | 29 | 24 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 3 |
| 29 | 30 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 2 | 5 | 5 | 2 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 2 | 5 | 3 | 5 | 5.0 | 2 | 1 | 1 |
| 30 | 31 | 22 | 1 | 3 | 5 | 2 | 2 | 2 | 5 | 2 | 4 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 3 | 2 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 4 |
| 31 | 32 | 22 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 4 | 4.0 | 3 | 3 | 2 |
| 32 | 33 | 22 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 4 | 3 | 3 | 5 | 2 | 3 | 5 | 3 | 4 | 5.0 | 3 | 4 | 1 |
| 33 | 34 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 5 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 34 | 35 | 24 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 35 | 36 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 4 | 3 | 5 | 1 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 4 | 3.0 | 5 | 4 | 3 |
| 36 | 37 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 1 | 1 | 4 | 1 | 2 | 4 | 1 | 2 | 3 | 3 | 2 | 4 | 3 | 4 | 2 | 3 | 1 | 4 | 2 | 3 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 4 | 2 | 5 | 2 | 4 | 5 | 3 | 3 | 4 | 2 | 3 | 2 | 5 | 2 | 3 | 2 | 2 | 2 | 1 | 3 | 3 | 4 | 3 | 6 | 4 | 4 | 3 | 4 | 2 | 3 | 4 | 3 | 5 | 3 | 5.0 | 2 | 4 | 2 |
| 37 | 38 | 21 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 7 | 3 | 4 | 6 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 3 | 4.0 | 5 | 4 | 5 |
| 38 | 39 | 24 | 1 | 3 | 2 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 7 | 7 | 4 | 4 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2.0 | 3 | 4 | 5 |
| 39 | 40 | 25 | 1 | 3 | 4 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 40 | 41 | 24 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 1 | 1 | 4 | 7 | 3 | 1 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 2 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 4 | 4 | 4.0 | 2 | 4 | 2 |
| 41 | 42 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 4 | 1 | 3 | 3 | 3 | 3 | 1 | 3 | 5 | 3 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 4 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 42 | 43 | 25 | 1 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 2 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 2 | 3 | 2 | 3 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 5 | 3 | 2.0 | 3 | 2 | 1 |
| 43 | 44 | 28 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 5 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 2 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 44 | 45 | 22 | 1 | 3 | 6 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 3 | 1 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 1 | 3 | 5 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 2 | 3 | 3 |
| 45 | 46 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 3 | 3 | 4 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 46 | 47 | 24 | 1 | 3 | 2 | 2 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 6 | 5 | 4 | 3 | 4 | 4 | 3 | 2 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 1 | 3 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 4 | 2 | 5 | 2 | 1 | 3.0 | 5 | 2 | 4 |
| 47 | 48 | 17 | 0 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4.0 | 5 | 4 | 5 |
| 48 | 49 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 49 | 50 | 21 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 4 |
| 50 | 51 | 21 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 5 | 2 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 2 | 3.0 | 3 | 4 | 4 |
| 51 | 52 | 23 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 1 | 1 | 3 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 52 | 53 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 3.0 | 5 | 5 | 4 |
| 53 | 54 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5.0 | 5 | 5 | 3 |
| 54 | 55 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 5 | 5 | 4 | 3 | 2 | 3 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 1 | 2 | 3 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 3 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 4 | 5.0 | 4 | 5 | 5 |
| 55 | 56 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 2 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4.0 | 5 | 4 | 5 |
| 56 | 57 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 2 | 3 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 3 | 5 | 4 | 3 | 1 | 6 | 7 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 57 | 58 | 29 | 1 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 4 | 6 | 3 | 5 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 5 | 3 | 2 | 3 | 5 | 1 | 5 | 4.0 | 5 | 3 | 5 |
| 58 | 59 | 22 | 1 | 3 | 2 | 1 | 1 | 4 | 1 | 4 | 4 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 4 | 5 | 5 | 3 | 4 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 3 | 5 | 4 | 5 | 3 | 2 | 4 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 2 | 1 | 5 | 4 | 1 | 2 | 3 | 1 | 4 | 3 | 6 | 7 | 2 | 5 | 3 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 59 | 60 | 22 | 1 | 3 | 1 | 4 | 1 | 1 | 5 | 2 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 1 | 2 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 2 | 1 | 4 | 3 | 3 | 2 | 1 | 3 | 1 | 1 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 1 | 3 | 4 | 1 | 3 | 5 | 2 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 60 | 61 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4.0 | 2 | 2 | 2 |
| 61 | 62 | 23 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 3 | 3 | 3 |
| 62 | 63 | 20 | 1 | 2 | 4 | 4 | 5 | 1 | 5 | 2 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 2 | 5 | 1.0 | 5 | 5 | 3 |
| 63 | 64 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 3 | 5 | 2.0 | 5 | 1 | 3 |
| 64 | 65 | 23 | 0 | 2 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 3 | 5.0 | 3 | 5 | 2 |
| 65 | 66 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 4 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 4.0 | 2 | 2 | 4 |
| 66 | 67 | 22 | 1 | 3 | 5 | 3 | 1 | 2 | 4 | 4 | 2 | 1 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 5 | 3 | 2 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 4.0 | 5 | 5 | 3 |
| 67 | 68 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 3 | 5 | 1 | 4 | 4 | 3 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 68 | 69 | 22 | 1 | 3 | 2 | 3 | 2 | 2 | 1 | 4 | 3 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 69 | 70 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 70 | 71 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4.0 | 2 | 1 | 2 |
| 71 | 72 | 23 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 3 | 1 | 2 | 2 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 4 | 5.0 | 4 | 3 | 2 |
| 72 | 73 | 24 | 1 | 3 | 3 | 1 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 5 | 6 | 5 | 3 | 4 | 4 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 6 | 6 | 1 | 6 | 6 | 6 | 6 | 2 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 5 |
| 73 | 74 | 22 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 3 | 5 |
| 74 | 75 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 75 | 76 | 22 | 1 | 3 | 4 | 2 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 6 | 7 | 4 | 3 | 5 | 1 | 3 | 2 | 2 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 5.0 | 4 | 4 | 3 |
| 76 | 77 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5.0 | 5 | 2 | 2 |
| 77 | 78 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 1 | 5 | 1 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 78 | 79 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 5 | 1 | 1 | 5 | 2 | 2 | 1 | 4 | 6 | 1 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 79 | 80 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 6 | 1 | 3 | 3 | 2 | 3 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 1 | 5 | 5 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 6 | 3 | 3 | 6 | 6 | 2 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 80 | 81 | 22 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 3 | 1 | 1 | 4 | 2 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 2 | 3 | 1 | 6 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 5 | 4 | 4.0 | 5 | 3 | 5 |
| 81 | 82 | 25 | 1 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 7 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 3 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 2 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 82 | 83 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 4 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 5 | 4 | 2 | 3 | 5 | 3 | 2 | 1 | 5 | 3 | 4 | 1 | 3 | 2 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 2 | 3 | 2 | 3 | 1 | 2 | 1 | 5 | 6 | 3 | 5 | 4 | 5 | 6 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 3 | 1 | 1.0 | 1 | 3 | 5 |
| 83 | 84 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 5 | 1 | 1 | 5 | 4 | 1 | 5.0 | 4 | 1 | 2 |
| 84 | 85 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 1 | 3 | 3 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 2 | 2.0 | 5 | 2 | 1 |
| 85 | 86 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 86 | 87 | 23 | 1 | 2 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 87 | 88 | 22 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 2 | 6 | 6 | 6 | 5 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 3 | 4.0 | 4 | 2 | 1 |
| 88 | 89 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 89 | 90 | 26 | 1 | 4 | 3 | 4 | 1 | 1 | 3 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 90 | 91 | 22 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 3 | 2 | 4 | 3 | 2 | 3 | 3 | 6 | 1 | 1 | 1 | 6 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 5 | 3 | 2 | 4 | 2.0 | 4 | 3 | 4 |
| 91 | 92 | 30 | 1 | 4 | 2 | 3 | 2 | 1 | 5 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 6 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 4 | 5 | 2 | 3 | 1 | 2 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 5 | 4.0 | 5 | 4 | 4 |
| 92 | 93 | 22 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 1 | 3 | 2 | 1 | 4 | 4 | 6 | 1 | 1 | 2 | 2 | 6 | 4 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 3 | 3.0 | 4 | 4 | 4 |
| 93 | 94 | 23 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 2 | 5 | 4 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 1 | 1 | 5 | 2 | 2 | 5.0 | 1 | 2 | 1 |
| 94 | 95 | 25 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 6 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 2 | 5 | 2 | 2 | 3.0 | 1 | 5 | 3 |
| 95 | 96 | 29 | 1 | 4 | 4 | 3 | 1 | 2 | 1 | 1 | 2 | 5 | 2 | 2 | 2 | 1 | 1 | 3 | 4 | 3 | 5 | 4 | 2 | 2 | 4 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 96 | 97 | 30 | 1 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 97 | 98 | 21 | 1 | 4 | 6 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 98 | 99 | 29 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 5 | 4 | 3 | 4 | 1 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 2 | 4 | 5 | 3 | 4 | 3 | 3 | 1 | 1 | 2 | 2 | 4 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 3 | 6 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 3 | 4 | 3 | 1 | 4 | 5.0 | 2 | 3 | 5 |
| 99 | 100 | 27 | 1 | 4 | 6 | 1 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 2 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 3 | 2 |
| 100 | 101 | 29 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 4 | 6 | 3 | 3 | 1 | 2 | 1 | 4 | 2 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 101 | 102 | 26 | 1 | 4 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 3 | 1 | 3 | 1 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 102 | 103 | 25 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 1 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 103 | 104 | 30 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 2 | 5 | 5 | 3 | 5 | 3 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 2 | 2 | 2 |
| 104 | 105 | 28 | 1 | 4 | 6 | 2 | 1 | 1 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 2 | 2 | 5.0 | 2 | 2 | 2 |
| 105 | 106 | 30 | 1 | 4 | 6 | 4 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 4 | 1 | 1 | 1 | 3 | 5 | 1 | 5 | 5 | 4 | 3 | 3 | 4 | 4 | 5 | 1 | 1 | 5 | 1 | 5 | 5.0 | 1 | 1 | 1 |
| 106 | 107 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3.0 | 4 | 4 | 4 |
| 107 | 108 | 26 | 1 | 4 | 2 | 1 | 2 | 2 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 3 | 1 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 3 | 4 | 4.0 | 2 | 3 | 2 |
| 108 | 109 | 26 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 6 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 2 | 3 | 1 | 2 | 5 | 4 | 3 | 4.0 | 3 | 3 | 2 |
| 109 | 110 | 28 | 0 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 4 | 5 | 3 | 4 | 4 | 1 | 1 | 4 | 4 | 6 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 110 | 111 | 27 | 1 | 4 | 4 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 5 | 3 | 4.0 | 4 | 4 | 1 |
| 111 | 112 | 28 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 4 | 4 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 5.0 | 1 | 1 | 2 |
| 112 | 113 | 24 | 1 | 3 | 5 | 3 | 2 | 1 | 5 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 5 | 2 | 5 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 113 | 114 | 26 | 1 | 4 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 114 | 115 | 25 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 5 | 5 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 1 | 1 | 4 | 2 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 115 | 116 | 29 | 1 | 4 | 6 | 3 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 6 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 3 | 2 | 3 | 2 | 3 | 5.0 | 3 | 2 | 2 |
| 116 | 117 | 29 | 1 | 4 | 6 | 1 | 2 | 1 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 7 | 5 | 3 | 5 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 117 | 118 | 25 | 1 | 4 | 1 | 3 | 1 | 1 | 4 | 2 | 3 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 118 | 119 | 28 | 1 | 3 | 1 | 3 | 1 | 1 | 4 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 4 | 4 | 2 |
| 119 | 120 | 26 | 1 | 4 | 6 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 120 | 121 | 28 | 1 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 2 | 4 | 3 | 5 | 5 | 3 | 3 | 4 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 2 | 5 | 5 | 3 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 4 | 1 | 1 | 3 | 3 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 3 | 5 | 4 | 2 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 1 | 2 | 2 |
| 121 | 122 | 27 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 3 | 2 | 1 | 4 | 3 | 5 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 122 | 123 | 29 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 1 | 2 | 2 | 1 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 123 | 124 | 27 | 1 | 4 | 4 | 3 | 1 | 2 | 1 | 2 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 124 | 125 | 26 | 1 | 4 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 4 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 1 | 1 | 2 | 5 | 3 | 3 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 125 | 126 | 27 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 4 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 5 | 1 | 7 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 126 | 127 | 28 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 4 | 4 | 1 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 2 | 5 | 2 | 3 | 5 | 5 | 4 | 5.0 | 2 | 2 | 2 |
| 127 | 128 | 27 | 1 | 4 | 5 | 3 | 2 | 2 | 3 | 4 | 1 | 4 | 2 | 3 | 3 | 2 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 2 |
| 128 | 129 | 30 | 1 | 4 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 3 | 3 | 4 | 2 | 1 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 129 | 130 | 27 | 1 | 4 | 1 | 3 | 1 | 1 | 4 | 3 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 5 | 2 | 3 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 2 | 4 | 5 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 6 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 130 | 131 | 25 | 1 | 4 | 1 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 131 | 132 | 27 | 1 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 3 | 1 | 1 | 5 | 5 | 4 | 4.0 | 1 | 1 | 1 |
| 132 | 133 | 29 | 1 | 4 | 4 | 4 | 1 | 1 | 5 | 2 | 3 | 4 | 1 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 1 | 4 | 4 | 1 | 2 | 4 | 2 | 1 | 5 | 1 | 2 | 5 | 2 | 3 | 5.0 | 1 | 2 | 2 |
| 133 | 134 | 30 | 1 | 4 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 5 | 4 | 3 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 2 | 4 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 3 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 3.0 | 2 | 1 | 1 |
| 134 | 135 | 24 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 2 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 5 | 5 | 4 | 4 | 3 | 4.0 | 4 | 3 | 1 |
| 135 | 136 | 24 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 4 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 5 | 1 | 3 | 5 | 2 | 5 | 5.0 | 3 | 2 | 2 |
| 136 | 137 | 26 | 1 | 4 | 3 | 3 | 1 | 2 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 4 | 4 | 1 | 4 | 5 | 3 | 2 | 5 | 1 | 1 | 5 | 5 | 4 | 5.0 | 3 | 2 | 1 |
| 137 | 138 | 26 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 5 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 138 | 139 | 33 | 1 | 4 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 1 | 6 | 6 | 6 | 1 | 3 | 5 | 4 | 3 | 5 | 2 | 5 | 4 | 3 | 3.0 | 5 | 4 | 3 |
| 139 | 140 | 26 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 4 | 4 | 2 | 1 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 3 | 2 |
| 140 | 141 | 23 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 4.0 | 3 | 4 | 3 |
| 141 | 142 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 3 | 4 | 3 | 3 | 4.0 | 3 | 2 | 3 |
| 142 | 143 | 26 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 6 | 5 | 5 | 3 | 4 | 5 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 1 | 3 | 4 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 5.0 | 5 | 2 | 2 |
| 143 | 144 | 25 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 2 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 144 | 145 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 6 | 5 | 5 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 1 | 3 | 4 | 4 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 5 | 3 | 4 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 2 | 5 | 5 |
| 145 | 146 | 24 | 1 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 4 | 4 | 2 | 1 | 4 | 4 | 6 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 146 | 147 | 22 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 1 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 147 | 148 | 26 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 148 | 149 | 27 | 1 | 3 | 4 | 3 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 5 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 149 | 150 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 2 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 4 | 5.0 | 1 | 1 | 1 |
| 150 | 151 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 4 | 1 | 3 | 2 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 4 |
| 151 | 152 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 5 | 4 | 4 | 3 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 152 | 153 | 23 | 1 | 3 | 4 | 4 | 1 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 153 | 154 | 23 | 1 | 3 | 6 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 1 | 1 | 2 | 4 | 4 | 5 | 2 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 154 | 155 | 27 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 3 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 4 | 5 | 3 | 4 | 5 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 1 |
| 155 | 156 | 24 | 1 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 4 | 3 | 3 |
| 156 | 157 | 24 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 1 | 1 | 6 | 1 | 1 | 4 | 4 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 157 | 158 | 22 | 1 | 3 | 5 | 3 | 1 | 1 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 2 | 5 | 7 | 2 | 1 | 5 | 5 | 5 | 3 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 158 | 159 | 23 | 1 | 3 | 2 | 4 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 6 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 2 | 5 | 4 | 5 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 3 | 2 | 5 | 2 | 2 | 4.0 | 2 | 2 | 1 |
| 159 | 160 | 23 | 1 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 2 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 160 | 161 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 161 | 162 | 30 | 1 | 3 | 5 | 4 | 2 | 1 | 4 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 4 | 2 | 2 | 1 | 5 | 5 | 5 | 1 | 1 | 2 | 1 | 1 | 3 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 162 | 163 | 26 | 1 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 1 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 5 | 4 |
| 163 | 164 | 23 | 1 | 3 | 5 | 4 | 2 | 1 | 1 | 2 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 4 | 6 | 5 | 5 | 4 | 5 | 4 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 164 | 165 | 26 | 1 | 1 | 5 | 2 | 1 | 1 | 2 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 165 | 166 | 22 | 1 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5.0 | 5 | 4 | 2 |
| 166 | 167 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 3 | 1 | 1 | 5 | 2 | 1 | 4 | 5 | 1 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 167 | 168 | 22 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 3 | 1 | 2 | 1 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 5 |
| 168 | 169 | 25 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 3 | 5 | 1 | 5 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 2 | 1 | 5 | 4 | 1 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 5 | 4 | 3 | 5.0 | 5 | 3 | 3 |
| 169 | 170 | 24 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 170 | 171 | 22 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 3 | 3 | 1 | 3 | 5 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 3 | 3 |
| 171 | 172 | 22 | 0 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 5.0 | 5 | 5 | 2 |
| 172 | 173 | 22 | 1 | 3 | 4 | 1 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 5 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 5 | 2 | 2 | 3 | 4 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 3 | 4 | 5 | 4 | 4 | 5.0 | 4 | 2 | 2 |
| 173 | 174 | 25 | 1 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 3 | 1 | 4 | 4 | 4 | 2 | 1 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 2 | 1 | 1 | 4 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 5 | 6 | 5 | 4 | 6 | 1 | 5 | 2 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 5 | 3 | 3 |
| 174 | 175 | 23 | 1 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 1 | 4 | 1 | 4 | 4 | 1 | 2 | 2 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 1 | 1 | 4 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 6 | 1 | 5 | 2 | 3 | 2 | 4 | 3 | 2 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 175 | 176 | 22 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 176 | 177 | 22 | 0 | 3 | 6 | 3 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 5 | 1 | 3 | 5 | 4 | 1 | 2 | 3 | 4 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 4 | 2 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 1 | 5 | 1 |
| 177 | 178 | 21 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 2 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 3 | 5 | 1 | 2 | 2 | 3 | 4 | 2 | 4 | 5 | 3 | 4 | 5.0 | 5 | 2 | 5 |
| 178 | 179 | 22 | 0 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 5 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 3 | 1 | 1 | 3 | 5 | 5 | 6 | 1 | 4 | 6 | 5 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 179 | 180 | 21 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 2 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 5 | 4 | 3 |
| 180 | 181 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 3 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 1 | 4 | 5 | 3 | 2 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 5 | 5 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 181 | 182 | 22 | 0 | 3 | 5 | 2 | 1 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 182 | 183 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 4 | 2 | 3 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5.0 | 4 | 5 | 4 |
| 183 | 184 | 22 | 0 | 3 | 2 | 4 | 2 | 1 | 4 | 2 | 4 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 4.0 | 4 | 5 | 4 |
| 184 | 185 | 22 | 0 | 3 | 4 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 4 | 5 |
| 185 | 186 | 22 | 1 | 3 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 4 | 4.0 | 3 | 2 | 1 |
| 186 | 187 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 2 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 3 | 2 | 3 | 3 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 4 | 1 | 1 | 5 | 5 | 2 | 5.0 | 2 | 1 | 2 |
| 187 | 188 | 22 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 5 | 4 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 1 | 3 | 2 | 1 | 3 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 188 | 189 | 17 | 0 | 1 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 4 | 3 | 1 | 4 | 5 | 4 | 2 | 5 | 5 | 4 | 3 | 5 | 3 | 2 | 1 | 5 | 5 | 4 | 3 | 5 | 1 | 2 | 5 | 3 | 2 | 4 | 5 | 2 | 5 | 3 | 1 | 1 | 4 | 1 | 4 | 3 | 1 | 2 | 5 | 6 | 7 | 5 | 3 | 6 | 5 | 6 | 5 | 4 | 1 | 5 | 2 | 1 | 1 | 3 | 1 | 3.0 | 3 | 5 | 4 |
| 189 | 190 | 17 | 1 | 1 | 5 | 4 | 1 | 1 | 4 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 190 | 191 | 16 | 1 | 1 | 6 | 4 | 2 | 1 | 1 | 2 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 191 | 192 | 16 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 1 | 6 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 192 | 193 | 17 | 1 | 1 | 5 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 193 | 194 | 17 | 1 | 1 | 4 | 4 | 2 | 5 | 1 | 1 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 194 | 195 | 17 | 1 | 1 | 5 | 1 | 2 | 2 | 3 | 3 | 2 | 4 | 3 | 3 | 3 | 2 | 1 | 1 | 6 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 195 | 196 | 17 | 1 | 1 | 4 | 3 | 2 | 1 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 196 | 197 | 18 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 197 | 198 | 17 | 1 | 1 | 5 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 198 | 199 | 17 | 1 | 1 | 4 | 5 | 2 | 1 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 199 | 200 | 17 | 1 | 1 | 5 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 200 | 201 | 20 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 4 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 201 | 202 | 20 | 0 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 202 | 203 | 20 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 4 | 1 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 2 | 4.0 | 4 | 2 | 2 |
| 203 | 204 | 19 | 0 | 2 | 4 | 3 | 1 | 2 | 2 | 2 | 1 | 5 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 2 | 5 | 5 | 5 | 4 | 3 | 2 | 2 | 3 | 2 | 4 | 4 | 3 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 4 | 4 | 1 | 4 | 2 | 1 | 2 | 7 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 5 | 2 | 2 |
| 204 | 205 | 20 | 0 | 2 | 4 | 2 | 2 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 6 | 1 | 4 | 5 | 2 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 2 | 5 | 5 | 2 | 2 | 5 | 4 | 1 | 4 | 1 | 5 | 4 | 5 | 3 | 5 | 1 | 2 | 3 | 4 | 1 | 2 | 4 | 3 | 3 | 2 | 1 | 6 | 1 | 2 | 6 | 2 | 5 | 2 | 3 | 5 | 1 | 4 | 5 | 5 | 5 | 5.0 | 5 | 1 | 1 |
| 205 | 206 | 20 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 1 | 4 | 1 | 5 | 2 | 2 | 5 | 2 | 4 | 5 | 4 | 5 | NaN | 5 | 4 | 5 |
| 206 | 207 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 2 | 3 | 4 | 2 | 4 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 5 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 2 | 5.0 | 3 | 2 | 2 |
| 207 | 208 | 19 | 0 | 2 | 3 | 2 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 3 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 4.0 | 4 | 4 | 5 |
| 208 | 209 | 19 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 5 | 3 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 209 | 210 | 20 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 3 | 3 | 3 |
| 210 | 211 | 19 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 6 | 7 | 3 | 5 | 2 | 1 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 211 | 212 | 20 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 3 | 5 | 5 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 6 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 3 | 4.0 | 3 | 1 | 1 |
| 212 | 213 | 20 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 3 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 2 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 213 | 214 | 21 | 0 | 2 | 6 | 2 | 2 | 2 | 5 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4.0 | 3 | 2 | 2 |
| 214 | 215 | 19 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 2 | 5 | 1 | 5 | 5 | 4 | 4 | 4.0 | 4 | 3 | 4 |
| 215 | 216 | 19 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 6 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 1 | 5 | 2 | 3 | 1 | 4 | 3 | 2 | 5 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 216 | 217 | 19 | 1 | 2 | 4 | 3 | 2 | 1 | 3 | 3 | 2 | 6 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 5 | 2 | 2 | 2 | 3 | 1 | 3 | 3 | 3 | 2 | 3 | 6 | 1 | 1 | 2 | 3 | 6 | 6 | 2 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 2 | 4.0 | 2 | 4 | 4 |
| 217 | 218 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 1 | 3 | 2 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 5 | 3 | 6 | 1 | 5 | 3 | 2 | 2 | 2 | 2 | 4 | 5 | 3 | 4.0 | 5 | 2 | 1 |
| 218 | 219 | 18 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 1 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 5 | 5 | 4 | 5 | 3 | 3 | 5.0 | 1 | 3 | 5 |
| 219 | 220 | 23 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 4 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 2 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 6 | 3 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 2 |
| 220 | 221 | 17 | 0 | 2 | 3 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 1 | 6 | 5 | 4 | 5 | 6 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 2 |
| 221 | 222 | 17 | 0 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 5 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 5 | 2 | 1 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 4 | 3 | 4 | 4 | 2 | 4 | 6 | 4 | 6 | 3 | 6 | 6 | 6 | 3 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 3 | 5.0 | 4 | 2 | 4 |
| 222 | 223 | 18 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 3 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 5 | 1 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 1 | 6 | 2 | 6 | 5 | 1 | 1 | 6 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 223 | 224 | 18 | 1 | 2 | 3 | 4 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 2.0 | 3 | 3 | 3 |
| 224 | 225 | 18 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 3 | 2 | 3 | 4 | 1 | 3 | 5 | 3 | 3 | 5.0 | 2 | 1 | 1 |
| 225 | 226 | 18 | 0 | 2 | 1 | 2 | 2 | 1 | 2 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 6 | 6 | 6 | 1 | 1 | 6 | 6 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 226 | 227 | 19 | 0 | 2 | 5 | 2 | 2 | 1 | 3 | 2 | 2 | 6 | 2 | 3 | 2 | 1 | 1 | 1 | 6 | 6 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 3 | 1 | 5 | 1 | 1 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 5 | 1 | 2 | 4 | 4 | 4 | 5.0 | 5 | 4 | 3 |
| 227 | 228 | 19 | 0 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 2 | 6 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 3 | 5 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 1 | 3 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 228 | 229 | 19 | 0 | 2 | 4 | 3 | 2 | 1 | 4 | 2 | 3 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 1 | 1 | 5 | 3 | 4 | 2.0 | 4 | 3 | 4 |
| 229 | 230 | 19 | 0 | 2 | 5 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 2 | 5 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 230 | 231 | 19 | 0 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 231 | 232 | 19 | 0 | 2 | 4 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 6 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 4 | 2 |
| 232 | 233 | 18 | 0 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 233 | 234 | 18 | 0 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 3 | 2 | 3 | 1 | 1 | 1 | 4 | 6 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 3 | 5 | 1 | 1 | 5 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 1 | 6 | 1 | 3 | 4 | 2 | 5 | 4 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 234 | 235 | 18 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 4 | 2 | 4 | 2 | 3 | 3 | 4 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 4 | 2 | 2 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 4 | 5 | 4 | 1 | 4 | 4 | 5 | 5 | 4 | 2 | 5 | 2 | 5 | 2 | 1 | 5 | 2 | 1 | 5.0 | 5 | 3 | 1 |
| 235 | 236 | 18 | 0 | 2 | 6 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 3 | 2 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 2 | 1 | 1 | 5 | 1 | 1 | 2 | 4 | 3 | 5 | 4 | 2 | 3 | 2 | 5 | 2 | 3 | 4 | 4 | 2 | 5.0 | 3 | 3 | 1 |
| 236 | 237 | 18 | 0 | 2 | 5 | 1 | 2 | 2 | 1 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 1 | 5 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 5 | 3 | 1 | 1 | 2 | 4 | 2 | 4 | 2 | 2 | 5 | 5 | 2 | 5.0 | 4 | 3 | 4 |
| 237 | 238 | 18 | 0 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 5 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 4 | 1 | 5 | 4 | 1 | 7 | 1 | 2 | 4 | 2 | 1 | 2 | 2 | 4 | 4 | 2 | 1.0 | 2 | 3 | 2 |
| 238 | 239 | 18 | 0 | 2 | 5 | 3 | 2 | 1 | 1 | 2 | 3 | 5 | 4 | 3 | 4 | 1 | 1 | 3 | 1 | 6 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 239 | 240 | 22 | 0 | 3 | 6 | 2 | 1 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 240 | 241 | 21 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 5 | 5 | 2 | 4 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 241 | 242 | 21 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 3 | 1 | 2 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 242 | 243 | 18 | 0 | 2 | 1 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 4 |
| 243 | 244 | 23 | 0 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 3 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 244 | 245 | 23 | 1 | 3 | 5 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 2 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 245 | 246 | 29 | 1 | 2 | 4 | 2 | 2 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 2 |
| 246 | 247 | 22 | 0 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 4 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 1 | 3 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 2.0 | 2 | 2 | 2 |
| 247 | 248 | 22 | 0 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 248 | 249 | 20 | 0 | 3 | 5 | 3 | 1 | 1 | 4 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 3 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 3 | 4.0 | 4 | 4 | 4 |
| 249 | 250 | 24 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 1 | 3 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 3 |
| 250 | 251 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 1 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 251 | 252 | 26 | 1 | 2 | 5 | 3 | 2 | 2 | 1 | 3 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 252 | 253 | 21 | 0 | 3 | 4 | 3 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 3.0 | 3 | 4 | 2 |
| 253 | 254 | 25 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 3 | 6 | 2 | 2 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 4 | 4 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 254 | 255 | 22 | 1 | 2 | 4 | 3 | 2 | 1 | 4 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 255 | 256 | 21 | 0 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 256 | 257 | 21 | 0 | 2 | 4 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 2 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 4 | 5 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 257 | 258 | 21 | 1 | 2 | 4 | 4 | 2 | 1 | 2 | 2 | 4 | 3 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 258 | 259 | 20 | 1 | 2 | 4 | 3 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 2 | 3 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 2 | 3 | 5 | 5 | 5 | 3 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 259 | 260 | 23 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 4 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 260 | 261 | 21 | 1 | 3 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 261 | 262 | 25 | 1 | 3 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 6 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 262 | 263 | 17 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 1 | 1 | 5 | 1 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 2 | 2 | 5 | 5 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 263 | 264 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 1 | 5 | 3 | 3 | 5.0 | 2 | 5 | 1 |
| 264 | 265 | 21 | 0 | 3 | 2 | 1 | 2 | 2 | 2 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 265 | 266 | 21 | 1 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 4 | 6 | 3 | 4 | 3 | 1 | 1 | 3 | 3 | 6 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 266 | 267 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 4.0 | 2 | 3 | 3 |
| 267 | 268 | 21 | 0 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 2 | 2 | 2 | 4 | 5 | 2 | 4 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 5 | 4 | 4 | 4.0 | 3 | 2 | 4 |
| 268 | 269 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 5 | 3 | 2 | 5 | 4 | 3 | 3.0 | 3 | 1 | 3 |
| 269 | 270 | 22 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 4 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 3 | 5 | 5 |
| 270 | 271 | 25 | 0 | 3 | 4 | 1 | 1 | 2 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 2 | 4 | 4 | 3 | 3 | 3 | 4 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 1 | 5.0 | 4 | 1 | 3 |
| 271 | 272 | 20 | 0 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 4 | 4 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 272 | 273 | 20 | 0 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 3 | 3 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 4 | 6 | 2 | 2 | 4 | 3 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 5 | 5 | 3 |
| 273 | 274 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 3 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 5 | 3 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 5 | 5 | 6 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 274 | 275 | 20 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 3 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 3 | 4.0 | 3 | 4 | 2 |
| 275 | 276 | 21 | 0 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 5 | 1 | 5 | 2 | 1 | 1 | 3 | 2 | 5 | 3 | 1 | 2 | 5 | 1 | 5 | 3 | 1 | 1 | 1 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 3 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 5 | 5.0 | 4 | 2 | 2 |
| 276 | 277 | 21 | 0 | 3 | 6 | 3 | 1 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 277 | 278 | 21 | 0 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 3 | 2 | 5 | 3 | 5 | 4 | 4 | 5 | 4 | 1 | 2 | 3 | 5 | 4 | 4 | 1 | 3 | 1 | 6 | 7 | 1 | 2 | 2 | 1 | 5 | 4 | 1 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 278 | 279 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 5 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 3 | 2 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 279 | 280 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 280 | 281 | 20 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 2 | 4 | 5 | 4 | 3 | 5.0 | 3 | 3 | 4 |
| 281 | 282 | 19 | 0 | 2 | 6 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 4 |
| 282 | 283 | 20 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 5 | 1 | 4 | 1 | 3 | 2 | 4 | 3 | 5 | 6 | 1 | 2 | 5 | 3 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 5 | 4 | 3 |
| 283 | 284 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 1 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 3 | 3 | 5 | 5 | 1 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 5 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 4 | 5 | 2 | 2 | 5 | 4 | 2 | 3.0 | 5 | 1 | 3 |
| 284 | 285 | 19 | 0 | 2 | 5 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 1 | 5 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 1 | 1 | 2 | 1 | 6 | 6 | 6 | 6 | 1 | 6 | 6 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5.0 | 4 | 4 | 4 |
| 285 | 286 | 19 | 0 | 2 | 4 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 5 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 286 | 287 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 2 | 1 | 5 | 2 | 3 | 4 | 2 | 4 | 1 | 3 | 1 | 5 | 3 | 4 | 6 | 5 | 1 | 2 | 3 | 4 | 4 | 2 | 4 | 2 | 2 | 3 | 4 | 2 | 4.0 | 3 | 4 | 4 |
| 287 | 288 | 19 | 0 | 2 | 4 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 1 | 5 | 1 | 3 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 5 | 1 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 5 | 2 | 2 |
| 288 | 289 | 19 | 0 | 2 | 4 | 3 | 1 | 1 | 2 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 3 | 1 | 2 | 2 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 289 | 290 | 22 | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 2 | 4 | 4 |
| 290 | 291 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 291 | 292 | 20 | 0 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 6 | 6 | 6 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 292 | 293 | 20 | 0 | 2 | 5 | 1 | 2 | 1 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 6 | 2 | 4 | 3 | 4 | 4 | 1 | 2 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 3 | 4 | 3 | 4 | 1 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 2 | 3 | 1 | 4 | 3 | 3.0 | 3 | 4 | 3 |
| 293 | 294 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 3 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 3 | 3 | 4.0 | 5 | 5 | 4 |
| 294 | 295 | 19 | 0 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 5 |
| 295 | 296 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 3 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 2 | 3 | 2 | 4 | 4 | 1 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 1 | 2 | 1 | 3 | 1 | 3 | 1 | 2 | 5 | 1 | 4 | 1 | 4 | 6 | 4 | 1 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 296 | 297 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 6 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 5 | 2 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 5 | 4 | 5 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 297 | 298 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 3 | 5 | 2 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 4.0 | 5 | 5 | 5 |
| 298 | 299 | 17 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 2 | 5 | 5 | 3 | 2 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 2 | 1 | 3 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 3 | 2 | 3 | 4 | 3 | 5 | 5.0 | 4 | 4 | 5 |
| 299 | 300 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 300 | 301 | 18 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 1 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 2 | 4 |
| 301 | 302 | 17 | 1 | 2 | 4 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 3 | 2 | 3 | 5.0 | 4 | 4 | 5 |
| 302 | 303 | 20 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 6 | 2 | 5 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 4 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 303 | 304 | 19 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 3 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 304 | 305 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 4 | 1 | 4 | 1 | 3 | 1 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 2 | 2.0 | 4 | 3 | 4 |
| 305 | 306 | 19 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 4 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 4 | 4.0 | 5 | 4 | 4 |
| 306 | 307 | 20 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 4 | 1 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 5 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 2 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 1 | 5 | 6 | 5 | 6 | 4 | 1 | 6 | 6 | 4 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 307 | 308 | 20 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 3 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 6 | 5 | 6 | 1 | 1 | 6 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 4 | 4.0 | 5 | 2 | 4 |
| 308 | 309 | 20 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 5 | 1 | 5 | 5 | 1 | 5 | 1 | 1 | 2 | 1 | 7 | 3 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4.0 | 4 | 3 | 3 |
| 309 | 310 | 20 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 310 | 311 | 20 | 1 | 2 | 3 | 2 | 2 | 1 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 311 | 312 | 20 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 3 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 312 | 313 | 20 | 1 | 2 | 4 | 3 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 4 | 2 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 313 | 314 | 19 | 0 | 2 | 3 | 1 | 2 | 1 | 5 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 314 | 315 | 20 | 0 | 2 | 5 | 2 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 6 | 1 | 4 | 5 | 2 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 4 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 6 | 1 | 6 | 2 | 5 | 2 | 2 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 315 | 316 | 20 | 0 | 2 | 4 | 2 | 1 | 2 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 4 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 6 | 3 | 3 | 3 | 5 | 2 | 2 | 4 | 1 | 2 | 4 | 5 | 4 | 5.0 | 5 | 5 | 2 |
| 316 | 317 | 20 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 5 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 2 | 3 | 4.0 | 4 | 4 | 4 |
| 317 | 318 | 22 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 3 |
| 318 | 319 | 20 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 319 | 320 | 20 | 0 | 3 | 4 | 4 | 2 | 1 | 5 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 4 | 1 | 3 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 5 | 2 | 1 | 4 | 4 | 4 | 6 | 2 | 5 | 4 | 1 | 1 | 1 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 4 | 1 | 1 |
| 320 | 321 | 21 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 6 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 1 | 6 | 7 | 4 | 4 | 7 | 1 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 4.0 | 3 | 4 | 4 |
| 321 | 322 | 22 | 0 | 3 | 4 | 2 | 1 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 322 | 323 | 23 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 5 | 4 | 5 | 4 | 2 | 2 | 5 | 5 | 3 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 3 | 5 | 3 | 1 | 2 | 3 | 6 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 323 | 324 | 24 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 5 | 2 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 324 | 325 | 17 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 2 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 325 | 326 | 22 | 0 | 3 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 5 | 2 | 3 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 1 | 4 | 2 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 6 | 1 | 4 | 3 | 2 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 2 | 4.0 | 4 | 4 | 3 |
| 326 | 327 | 29 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 3 | 4 | 6 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 5 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 2.0 | 2 | 2 | 2 |
| 327 | 328 | 20 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 5 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 3 | 1 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 328 | 329 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 329 | 330 | 16 | 0 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 2 | 2 | 3 | 3 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 3 | 5 | 1 | 2 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 2.0 | 5 | 5 | 1 |
| 330 | 331 | 19 | 0 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 5 | 4 | 2 | 2 | 5 | 5 | 2 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 6 | 1 | 2 | 1 | 6 | 5 | 4 | 3 | 5 | 4 | 5 | 2 | 5 | 3 | 2.0 | 3 | 1 | 1 |
| 331 | 332 | 20 | 0 | 1 | 4 | 4 | 1 | 1 | 1 | 2 | 2 | 6 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2.0 | 4 | 2 | 2 |
| 332 | 333 | 19 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 3 | 5 | 3 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 2 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 6 | 1 | 4 | 4 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 5 |
| 333 | 334 | 18 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3.0 | 1 | 1 | 3 |
| 334 | 335 | 18 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 6 | 5 | 2 | 2 | 2 | 2 | 3 | 2 | 5 | 2 | 4.0 | 2 | 1 | 1 |
| 335 | 336 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 5 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 336 | 337 | 18 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 5 | 4 | 4 | 2 | 2 | 2 | 5 | 4 | 2 | 4 | 3 | 4 | 4 | 2 | 1 | 3 | 4 | 5 | 2 | 5 | 1 | 4 | 5 | 3 | 4 | 3 | 5 | 1 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 4 | 5 | 2 | 5 | 5 | 4 | 1 | 3 | 1 | 2.0 | 5 | 4 | 1 |
| 337 | 338 | 17 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 7 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 4.0 | 4 | 5 | 5 |
| 338 | 339 | 18 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 339 | 340 | 19 | 1 | 1 | 2 | 4 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 6 | 3 | 4 | 4 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 3 | 4 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 4.0 | 1 | 1 | 3 |
| 340 | 341 | 19 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 5 | 1 | 4 | 2 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 341 | 342 | 19 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 6 | 3 | 5 | 1 | 3 | 5 | 5 | 3 | 1 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 4 |
| 342 | 343 | 19 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 1 | 2 | 4 | 4 | 2 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 3 | 5 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 3 | 3.0 | 5 | 5 | 5 |
| 343 | 344 | 20 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 6 | 1 | 1 | 3 | 2 | 1 | 5 | 4 | 2 | 5 | 4 | 3 | 3.0 | 5 | 3 | 3 |
| 344 | 345 | 20 | 1 | 2 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 6 | 5 | 5 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 1 | 4 | 2 | 2 | 5 | 3 | 5 | 4 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 345 | 346 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 2 | 2 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 3 | 5 | 6 | 2 | 4 | 1 | 3 | 3 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 346 | 347 | 20 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 4 | 3 | 2 | 3 | 3 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 1 | 1 | 1 | 3 | 3 | 1 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4.0 | 4 | 4 | 2 |
| 347 | 348 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 3 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 5 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 6 | 4 | 1 | 1 | 5 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 348 | 349 | 21 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 349 | 350 | 20 | 1 | 2 | 5 | 3 | 2 | 2 | 5 | 4 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 5 | 2 | 4 |
| 350 | 351 | 26 | 1 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 5 | 4 | 1 | 1 | 4 | 5 | 1 | 5 | 4 | 5 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 6 | 6 | 6 | 6 | 1 | 4 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 351 | 352 | 26 | 1 | 4 | 4 | 3 | 2 | 1 | 1 | 4 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 2 | 2 | 4 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 3 | 1 | 4 | 4 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 352 | 353 | 21 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 4 | 5 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 5 | 2 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 4 | 4 |
| 353 | 354 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 2 | 3 | 4 | 5 | 3 | 3 | 2 | 3 | 4 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 5.0 | 4 | 1 | 3 |
| 354 | 355 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 5 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 6 | 1 | 4 | 4 | 2 | 3 | 6 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 3 | 2 | 5 |
| 355 | 356 | 21 | 0 | 3 | 5 | 4 | 2 | 1 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 2 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 6 | 1 | 4 | 4 | 2 | 5 | 5 | 3 | 5 | 5 | 3 | 5.0 | 3 | 4 | 4 |
| 356 | 357 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 2 | 6 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 357 | 358 | 21 | 0 | 3 | 4 | 4 | 1 | 1 | 3 | 2 | 4 | 4 | 2 | 3 | 2 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 2 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 2 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 3 | 3 |
| 358 | 359 | 21 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 6 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 4 |
| 359 | 360 | 22 | 0 | 3 | 4 | 4 | 2 | 1 | 4 | 3 | 4 | 3 | 3 | 4 | 3 | 1 | 2 | 2 | 1 | 2 | 5 | 4 | 2 | 2 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 3 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 360 | 361 | 21 | 0 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 4 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 4 | 1 | 6 | 6 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 4 | 4 | 4 |
| 361 | 362 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 2 | 2 | 4 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 4 | 5 | 6 | 4 | 2 | 4 | 2 | 4 | 4 | 3 | 4 | 2 | 4 | 4.0 | 5 | 5 | 5 |
| 362 | 363 | 19 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 363 | 364 | 21 | 0 | 3 | 4 | 3 | 1 | 1 | 5 | 2 | 2 | 6 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 4 | 4 | 2 | 1 | 4 | 5 | 1 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 364 | 365 | 21 | 0 | 3 | 2 | 4 | 1 | 2 | 3 | 3 | 3 | 4 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4.0 | 5 | 5 | 3 |
| 365 | 366 | 22 | 0 | 3 | 5 | 3 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 6 | 3 | 4 | 4 | 1 | 1 | 4 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 4 | 2 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 366 | 367 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 2 | 2 |
| 367 | 368 | 18 | 0 | 2 | 2 | 2 | 1 | 1 | 5 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 368 | 369 | 18 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 4 | 1 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 369 | 370 | 18 | 0 | 2 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 370 | 371 | 18 | 0 | 2 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 371 | 372 | 19 | 0 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 4 | 3 |
| 372 | 373 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 4 | 1 | 2 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 3.0 | 4 | 5 | 5 |
| 373 | 374 | 17 | 0 | 2 | 2 | 3 | 1 | 1 | 5 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 2 | 2 | 3 | 4 | 4 | 3 | 2 | 5 | 4 | 5 | 5 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 7 | 4 | 2 | 4 | 1 | 4 | 3 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 4 | 3 | 5 |
| 374 | 375 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 4.0 | 2 | 4 | 3 |
| 375 | 376 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 4 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 4 | 1 | 3 | 5 | 5 | 4 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 2 | 3 | 1 | 3 | 2 | 4 | 1 | 3 | 1 | 1 | 2 | 3 | 5 | 1 | 2 | 1 | 1 | 3 | 6 | 1 | 1 | 1 | 4 | 3 | 1 | 2 | 3 | 5 | 3 | 4 | 1 | 4 | 5.0 | 1 | 2 | 5 |
| 376 | 377 | 18 | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 377 | 378 | 19 | 1 | 2 | 5 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 2 | 4 | 4 | 2 | 2 | 1 | 1 | 3 | 4 | 2 | 2 | 1 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 4.0 | 5 | 5 | 2 |
| 378 | 379 | 19 | 1 | 2 | 4 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 379 | 380 | 17 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 380 | 381 | 21 | 1 | 2 | 4 | 4 | 1 | 1 | 5 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 381 | 382 | 19 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 382 | 383 | 20 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 1 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 3 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 1 | 1 | 1 | 1 | 1 | 7 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5.0 | 4 | 2 | 4 |
| 383 | 384 | 20 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 1 | 7 | 5 | 3 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 384 | 385 | 20 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 385 | 386 | 19 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 4 | 4 | 1 | 1 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 6 | 2 | 3 | 4 | 3 | 1 | 5 | 3 | 4 | 4 | 2 | 4 | 4.0 | 3 | 3 | 1 |
| 386 | 387 | 23 | 0 | 2 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 4 | 1 | 1 | 6 | 1 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 5.0 | 2 | 2 | 3 |
| 387 | 388 | 24 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 6 | 3 | 2 | 1 | 1 | 2 | 2 | 1 | 6 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 4 | 4 | 1 | 3 | 6 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 388 | 389 | 22 | 1 | 3 | 5 | 2 | 2 | 1 | 2 | 3 | 2 | 4 | 3 | 3 | 3 | 1 | 2 | 1 | 6 | 4 | 4 | 4 | 1 | 1 | 4 | 5 | 1 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 2 | 3 | 2 | 5 | 3 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 4 | 2 | 4 |
| 389 | 390 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 1 | 3 | 4 | 4 | 3 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 4 |
| 390 | 391 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 3 | 4 | 6 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 1 | 1 | 3 | 4 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 391 | 392 | 22 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 6 | 5 | 5 | 1 | 1 | 3 | 5 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 392 | 393 | 22 | 1 | 3 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 1 | 3 | 2 | 5 | 4 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 393 | 394 | 22 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 2 | 3 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 394 | 395 | 23 | 1 | 3 | 5 | 3 | 1 | 5 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 4 | 5 | 1 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 395 | 396 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 5 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 4 | 3 | 3 | 4.0 | 3 | 4 | 3 |
| 396 | 397 | 22 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 397 | 398 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 2 | 3 | 4 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 398 | 399 | 21 | 0 | 3 | 4 | 3 | 2 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 4 | 4 | 4 | 1 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 3 | 4 | 4.0 | 3 | 3 | 3 |
| 399 | 400 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 2 | 5 | 2 | 5 | 4 | 3 | 1 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 3.0 | 4 | 4 | 3 |
| 400 | 401 | 23 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 6 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 1 | 1 | 1 | 6 | 6 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 401 | 402 | 26 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 5 | 2 | 1 | 1 | 4 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 6 | 1 | 6 | 6 | 4 | 4 | 2 | 5 | 1 | 3 | 5 | 5 | 5 | 4.0 | 5 | 5 | 1 |
| 402 | 403 | 26 | 1 | 3 | 4 | 3 | 1 | 1 | 4 | 1 | 4 | 5 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 5 | 5 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 2 | 4 | 3 | 1 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 3 | 3 | 1 | 6 | 1 | 6 | 3 | 4 | 1 | 4 | 1 | 3 | 5 | 4 | 3 | 3.0 | 1 | 4 | 4 |
| 403 | 404 | 22 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 1 | 6 | 4 | 4 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 3 | 4.0 | 3 | 4 | 3 |
| 404 | 405 | 24 | 1 | 1 | 4 | 2 | 2 | 1 | 4 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 1 | 1 | 4 | 4 | 1 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 2 | 2 | 5 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 2 | 1 | 1 | 1 | 6 | 1 | 5 | 3 | 5 | 5 | 1 | 1 | 4 | 3 | 1 | 3.0 | 3 | 4 | 2 |
| 405 | 406 | 24 | 0 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 6 | 1 | 6 | 4 | 4 | 1 | 4 | 1 | 2 | 5 | 4 | 1 | 4.0 | 5 | 1 | 3 |
| 406 | 407 | 26 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 1 | 4 | 6 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 1 | 3.0 | 4 | 1 | 3 |
| 407 | 408 | 22 | 1 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 2 | 3 | 3 | 1 | 1 | 4 | 4 | 1 | 4 | 3 | 3 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 2 | 2 | 5.0 | 2 | 1 | 1 |
| 408 | 409 | 25 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 1 | 2 | 6 | 3 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 1 | 1 | 3 |
| 409 | 410 | 25 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 5 | 5 | 3 |
| 410 | 411 | 22 | 0 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 4 | 4 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 3 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 3 | 1 | 6 | 4 | 1 | 1 | 4 | 3 | 1 | 3 | 1 | 1 | 4.0 | 4 | 1 | 3 |
| 411 | 412 | 26 | 1 | 4 | 5 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 1 | 1 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 5 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 3 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 4 | 1 | 4.0 | 4 | 4 | 4 |
| 412 | 413 | 26 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 2 | 4 | 1 | 6 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 2 | 3.0 | 3 | 3 | 3 |
| 413 | 414 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 5 | 4 | 3 | 2 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 4 | 6 | 1 | 3 | 4 | 1 | 4 | 3 | 2 | 4 | 2 | 2 | 5.0 | 3 | 4 | 4 |
| 414 | 415 | 23 | 1 | 3 | 6 | 1 | 2 | 1 | 5 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 6 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 415 | 416 | 23 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 3 | 3 | 4 | 3 | 2 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 2 | 1 | 1 | 3 | 3 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 1 | 3 | 4 | 3 | 5 | 5 | 2 | 3 | 3 | 4 | 5 | 5.0 | 2 | 1 | 1 |
| 416 | 417 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4.0 | 3 | 4 | 2 |
| 417 | 418 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 2 | 5 | 3 | 4 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 2 | 5 | 3 | 4 | 4.0 | 1 | 3 | 1 |
| 418 | 419 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 1 | 5 | 5 | 3 | 2 | 3 | 5 | 4 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 1 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 5.0 | 5 | 2 | 5 |
| 419 | 420 | 26 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 1 | 1 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4.0 | 4 | 4 | 2 |
| 420 | 421 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 421 | 422 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 1 | 2 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 2 |
| 422 | 423 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 3 | 3 | 1 | 2 | 1 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 2 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 2 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 3.0 | 4 | 4 | 4 |
| 423 | 424 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 6 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 424 | 425 | 21 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 5 | 2 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 4 | 1 | 6 | 1 | 3 | 1 | 4 | 3 | 2 | 3 | 5 | 4 | 5.0 | 3 | 5 | 4 |
| 425 | 426 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 4 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 1 | 4 | 2 | 4 | 1 | 5 | 4 | 5 | 5 | 4 | 2 | 2 | 5 | 6 | 2 | 4 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 4.0 | 4 | 3 | 3 |
| 426 | 427 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 1 | 5 | 5 | 3 | 3 | 1 | 4 | 5 | 1 | 3 | 3 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 4.0 | 3 | 3 | 3 |
| 427 | 428 | 20 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 6 | 1 | 1 | 4 | 2 | 2 | 1 | 6 | 3 | 5 | 4 | 3 | 1 | 5 | 2 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 4 | 1 | 2 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 2 | 3 | 5.0 | 5 | 2 | 4 |
| 428 | 429 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 429 | 430 | 20 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 4 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 3 | 4.0 | 5 | 4 | 2 |
| 430 | 431 | 21 | 1 | 3 | 5 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 5.0 | 5 | 5 | 4 |
| 431 | 432 | 21 | 1 | 3 | 3 | 3 | 1 | 2 | 2 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 4 | 5 | 2 |
| 432 | 433 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 4 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 1 | 3 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 3 | 5 | 3 | 3 | 5.0 | 5 | 3 | 2 |
| 433 | 434 | 21 | 1 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 434 | 435 | 21 | 1 | 3 | 1 | 4 | 2 | 2 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 1 | 3 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 4 | 1 | 1 | 2 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 7 | 1 | 4 | 1 | 5 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 435 | 436 | 23 | 1 | 3 | 3 | 1 | 1 | 1 | 5 | 4 | 2 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 3 | 4 | 5 | 3 | 2 | 5.0 | 3 | 3 | 3 |
| 436 | 437 | 23 | 1 | 3 | 4 | 3 | 2 | 1 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 5.0 | 3 | 3 | 3 |
| 437 | 438 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 4 | 1 | 2 | 2 | 2 | 4 | 3 | 2 | 1 | 2 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 438 | 439 | 21 | 1 | 3 | 5 | 2 | 1 | 1 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 6 | 3 | 5 | 2 | 4 | 3 | 4 | 3 | 2 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4 | 4 | 1 | 2 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 439 | 440 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 4 | 2 | 2 | 1 | 2 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 440 | 441 | 22 | 1 | 3 | 5 | 1 | 1 | 1 | 4 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
| 441 | 442 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 6 | 4 | 3 | 4 | 6 | 4 | 6 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 3.0 | 3 | 2 | 3 |
| 442 | 443 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 5 | 3 | 5 | 1 | 3 | 1 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4.0 | 5 | 2 | 2 |
| 443 | 444 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 6 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 5 | 3 | 5 | 1 | 6 | 6 | 6 | 6 | 5 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 2 | 2 |
| 444 | 445 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5.0 | 3 | 2 | 2 |
| 445 | 446 | 20 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 3.0 | 2 | 1 | 2 |
| 446 | 447 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 2 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 2 |
| 447 | 448 | 20 | 1 | 3 | 3 | 3 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 2 | 4 | 5.0 | 4 | 4 | 3 |
| 448 | 449 | 21 | 1 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 449 | 450 | 28 | 1 | 3 | 5 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 450 | 451 | 21 | 1 | 1 | 2 | 3 | 1 | 1 | 5 | 3 | 3 | 4 | 1 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 451 | 452 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 2 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4.0 | 4 | 4 | 3 |
| 452 | 453 | 27 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 5 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 5 | 5 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 453 | 454 | 22 | 1 | 3 | 5 | 2 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 454 | 455 | 22 | 1 | 3 | 4 | 4 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 455 | 456 | 21 | 1 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 1 | 5.0 | 5 | 2 | 1 |
| 456 | 457 | 21 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 3 | 3 | 1 | 3 | 3 | 1 | 1 | 2 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 5.0 | 4 | 2 | 2 |
| 457 | 458 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 7 | 2 | 2 | 2 | 4 | 2 | 3 | 5 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 458 | 459 | 22 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 1 | 3 | 4 | 1 | 1 | 2 | 2 | 3 | 5 | 3 | 3 | 3 | 2 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 6 | 6 | 4 | 1 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 2 |
| 459 | 460 | 22 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 3 |
| 460 | 461 | 21 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 5 | 5 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 4 | 4.0 | 4 | 2 | 2 |
| 461 | 462 | 25 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 4.0 | 4 | 3 | 4 |
| 462 | 463 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 5 | 5 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 2 | 5.0 | 3 | 2 | 1 |
| 463 | 464 | 21 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 464 | 465 | 22 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 1 | 6 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 5 |
| 465 | 466 | 21 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 1 | 5.0 | 1 | 1 | 1 |
| 466 | 467 | 20 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 5 | 4 |
| 467 | 468 | 21 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 1 | 4 | 5 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 3 | 3 |
| 468 | 469 | 23 | 1 | 3 | 4 | 1 | 1 | 1 | 5 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 469 | 470 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 3 | 3.0 | 3 | 3 | 3 |
| 470 | 471 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 471 | 472 | 23 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 3 | 5 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 | 1 | 1 | 2 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3.0 | 5 | 3 | 4 |
| 472 | 473 | 23 | 1 | 3 | 2 | 1 | 1 | 5 | 4 | 2 | 5 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 5 | 6 | 5 | 3 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 7 | 1 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 5.0 | 3 | 4 | 4 |
| 473 | 474 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 2.0 | 4 | 4 | 2 |
| 474 | 475 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 5 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 5 | 5 | 3 |
| 475 | 476 | 22 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 4 | 5 | 4 | 3 | 1 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 2 | 3 | 7 | 7 | 1 | 1 | 1 | 5 | 7 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 4.0 | 5 | 5 | 4 |
| 476 | 477 | 20 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 2 | 4.0 | 5 | 3 | 2 |
| 477 | 478 | 22 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 5 | 3 | 3 | 3 | 1 | 1 | 4 | 2 | 3 | 5 | 2 | 4 | 3 | 5 | 5 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 478 | 479 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 479 | 480 | 22 | 1 | 3 | 5 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 1 | 1 | 4 | 1 | 5 | 1 | 5 | 6 | 5 | 5 | 6 | 4 | 5 | 1 | 2 | 1 | 4 | 2 | 1 | 5 | 3 | 2 | 4.0 | 2 | 1 | 1 |
| 480 | 481 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 4 | 3 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 1 | 1 | 5 | 1 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 4.0 | 3 | 3 | 3 |
| 481 | 482 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 4 | 4 | 3 | 5 | 1 | 1 | 2 | 1 | 4 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 482 | 483 | 22 | 1 | 3 | 6 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 4 | 3 | 2 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 4 | 1 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 5 | 4 | 4 |
| 483 | 484 | 24 | 1 | 3 | 2 | 2 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 2 | 2 | 3 | 2 | 5 | 3 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 3 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 484 | 485 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 1 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 485 | 486 | 28 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 2 | 4 | 3 | 4 | 3 | 4 | 4 | 1 | 2 | 1 | 3 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 3 | 5.0 | 3 | 5 | 4 |
| 486 | 487 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 1 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 3 | 2 | 3 | 3 | 5 | 3 | 4 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 3 | 5 | 6 | 3 | 4 | 6 | 6 | 4 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 487 | 488 | 22 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 1 | 4 | 3 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5.0 | 3 | 4 | 3 |
| 488 | 489 | 24 | 1 | 3 | 4 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 3 | 4 | 5 | 3 | 3 | 5 | 3 | 1 | 3 | 3 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 1 | 3 | 2 | 1 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 489 | 490 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 1 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 5.0 | 4 | 3 | 3 |
| 490 | 491 | 22 | 1 | 3 | 1 | 1 | 2 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 4 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 491 | 492 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 2 | 4 | 5 | 4 | 3 | 3 | 5 | 3 | 2 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 492 | 493 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 493 | 494 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 4 |
| 494 | 495 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 2 | 5.0 | 2 | 2 | 2 |
| 495 | 496 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 3 | 3 | 3 | 1 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5.0 | 5 | 3 | 1 |
| 496 | 497 | 24 | 1 | 3 | 6 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 1 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4.0 | 3 | 3 | 4 |
| 497 | 498 | 25 | 1 | 3 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 2 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 498 | 499 | 24 | 1 | 3 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 3.0 | 4 | 3 | 3 |
| 499 | 500 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 3 | 4 | 5 | 2 | 3 | 4 | 5 | 3 | 5 | 4 | 2 | 1 | 2 | 2 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 5 | 3 | 5 | 3 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 2 | 1 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 3 | 4 | 2 | 5 | 1 | 2 | 5 | 3 | 2 | 4.0 | 5 | 1 | 3 |
| 500 | 501 | 21 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 501 | 502 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 3 | 3 | 4 | 6 | 3 | 3 | 1 | 4 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 1 | 1 |
| 502 | 503 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 503 | 504 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 5 | 4 | 2 | 1 | 4 | 5 | 3 | 5 | 4 | 4 | 5 | 2 | 4 | 3 | 5 | 2 | 1 | 4 | 5 | 4 | 2 | 4 | 1 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 3 | 2 | 3 | 3 | 1 | 4 | 2 | 6 | 3 | 5 | 3 | 4 | 3 | 3 | 5 | 2 | 4 | 1.0 | 5 | 4 | 2 |
| 504 | 505 | 21 | 1 | 3 | 6 | 4 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 3 | 4 | 2 | 1 | 1 | 2 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 505 | 506 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 3 | 1 | 1 | 2 | 6 | 3 | 4 | 5 | 4 | 1 | 3 | 4 | 5 | 3 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 2 | 3 | 5 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 3 | 2 | 3 | 4 | 5 | 4 | 4 | 5 | 3 | 1 | 3 | 4 | 2 | 4 | 3 | 5.0 | 3 | 4 | 2 |
| 506 | 507 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 2 | 3 | 3 | 2 | 3 | 3.0 | 2 | 1 | 2 |
| 507 | 508 | 21 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 508 | 509 | 27 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 4 | 3 |
| 509 | 510 | 22 | 1 | 3 | 2 | 4 | 1 | 1 | 4 | 2 | 4 | 4 | 1 | 4 | 3 | 2 | 2 | 1 | 3 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 4 | 5 | 5 | 1 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 5 | 3 | 4.0 | 4 | 4 | 2 |
| 510 | 511 | 22 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 5 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 5 | 5.0 | 1 | 1 | 1 |
| 511 | 512 | 21 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 1 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 1 | 4 | 4 | 3 | 5.0 | 5 | 2 | 3 |
| 512 | 513 | 23 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 1 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 513 | 514 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 1 | 1 | 4 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 3 | 4.0 | 4 | 5 | 3 |
| 514 | 515 | 22 | 1 | 3 | 6 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 5 | 5 | 2 | 2 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 3 | 4 | 5 | 2 | 1 | 2 | 3 | 2 | 5 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 4 | 6 | 5 | 5 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 3 | 5.0 | 2 | 4 | 1 |
| 515 | 516 | 22 | 1 | 4 | 6 | 1 | 1 | 2 | 4 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 3 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 4.0 | 2 | 1 | 1 |
| 516 | 517 | 25 | 0 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 4 | 6 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 6 | 5 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 517 | 518 | 18 | 0 | 2 | 4 | 4 | 1 | 1 | 4 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 518 | 519 | 21 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 519 | 520 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 3 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 520 | 521 | 18 | 0 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 3 | 3 | 5 | 2 | 5 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 521 | 522 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 5.0 | 5 | 5 | 5 |
| 522 | 523 | 20 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 523 | 524 | 23 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 4 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 4 | 4 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 524 | 525 | 23 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 525 | 526 | 22 | 0 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 526 | 527 | 22 | 0 | 3 | 4 | 4 | 1 | 1 | 5 | 1 | 4 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
type(data1)
pandas.core.frame.DataFrame
data1.columns
Index(['Record_ID', 'Age', 'Gender', 'Education', 'Father Occupation',
'Household Income', 'Native (Rural/Urban)',
'Handset Type(Color/ Black & white)', 'Handset Brand',
'Handset Selection Reason', 'Handset Cost', 'Handset Age',
'Calls Receiving per day', 'SMS Receiving per day',
'SMS Sending per day', 'Frequent Communication Type',
'Feel safe and secure with mobile', 'Monthly Mobile Expenditure',
'Current Service Provider', 'Current Service Provider Age',
'SP - Influence Rating for Signal',
'SP - Influence Rating for Customer care',
'SP - Influence Rating for Electronic media',
'SP - Influence Rating for Hoardings',
'SP - Influence Rating for Friends',
'SP - Influence Rating for Family members',
'SP - Influence Rating for Print media',
'SP - Influence Rating for Call costs',
'HS - Influence Rating for Brand',
'HS - Influence Rating for Battery back up',
'HS - Influence Rating for Keypad', 'HS - Influence Rating for Display',
'HS - Influence Rating for Sound',
'HS - Influence Rating for Size of the screen',
'HS - Influence Rating for Electronic media',
'HS - Influence Rating for Print media',
'HS - Influence Rating for Hoardings',
'HS - Influence Rating for Friends',
'HS - Influence Rating for Family members',
'HS - Influence Rating for Voice clarity',
'HS - Influence Rating for MP3 facility',
'HS - Influence Rating for Bluetooth',
'HS - Influence Rating for Camera pixels',
'HS - Influence Rating for FM radio', 'HS - Influence Rating for Games',
'HS - Influence Rating for Video',
'HS - Influence Rating for Memory size',
'HS - Influence Rating for Price', 'HS - Influence Rating for Stylish',
'Stylish Handset Brand', 'More Models Handset Brand',
'User friendly Handset Brand', 'Reasonable prices Handset Brand',
'Added features Handset Brand', 'Customer service Handset Brand',
'Advertisements Handset Brand', 'Sales promotions Handset Brand',
'Available service centers Handset Brand', 'Durability Handset Brand',
'Overall, I like the Handset Brand', 'User friendly Service Provider',
'Added features Service Provider', 'Customer service Service Provider',
'Advertisements Service Provider', 'Sales promotions Service Provider',
'Available service centers Service Provider',
'Overall, I like Service Provider', 'All my friends use',
'Old fashioned', 'Prestige', 'Secure', 'Show-off', 'Life style',
'Communication', 'Facilities', 'Life easier', 'Call Friends and Family',
'Mostly use SMS', 'Music or Videos', 'Games'],
dtype='object', name='Feature')
data1.describe()
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 527.000000 | 526.000000 | 527.000000 | 527.000000 | 527.000000 |
| mean | 264.000000 | 22.013283 | 0.719165 | 2.715370 | 3.149905 | 2.146110 | 1.349146 | 1.259962 | 1.963947 | 2.318786 | 2.379507 | 2.891841 | 1.544592 | 1.755218 | 1.796964 | 1.326376 | 1.417457 | 1.411765 | 2.711575 | 3.017078 | 4.318786 | 3.963947 | 3.368121 | 3.218216 | 3.954459 | 3.973435 | 3.146110 | 3.745731 | 4.390892 | 4.233397 | 4.070209 | 4.165085 | 4.123340 | 3.846300 | 3.333966 | 3.233397 | 3.201139 | 3.884250 | 3.948767 | 3.990512 | 3.203036 | 3.111954 | 3.148008 | 3.652751 | 3.612903 | 3.195446 | 3.459203 | 3.867173 | 3.842505 | 2.703985 | 2.316888 | 1.789374 | 1.927894 | 2.278937 | 1.673624 | 1.973435 | 1.770398 | 1.590133 | 1.726755 | 2.075901 | 2.802657 | 2.922201 | 2.777989 | 2.874763 | 2.855787 | 2.759013 | 2.924099 | 3.258065 | 2.821632 | 2.569260 | 4.379507 | 2.842505 | 3.140417 | 4.432638 | 3.975332 | 3.618596 | 4.287072 | 3.711575 | 3.383302 | 3.157495 |
| std | 152.276065 | 2.931054 | 0.449834 | 0.741627 | 1.351775 | 1.020465 | 0.500489 | 0.540006 | 1.316981 | 0.953724 | 0.929142 | 1.389008 | 0.714731 | 0.899327 | 1.006892 | 0.469332 | 0.505031 | 0.736923 | 1.617490 | 1.461057 | 0.787792 | 0.910767 | 1.115552 | 1.138595 | 0.940135 | 0.952910 | 1.130084 | 1.040919 | 0.741846 | 0.829921 | 0.832334 | 0.850674 | 0.859948 | 0.939774 | 1.107546 | 1.117007 | 1.110509 | 0.951224 | 0.928649 | 0.944216 | 1.327735 | 1.335672 | 1.330010 | 1.267804 | 1.098766 | 1.314492 | 1.221537 | 0.951986 | 1.053627 | 1.739620 | 1.647720 | 1.381312 | 1.358860 | 1.647672 | 1.271106 | 1.412618 | 1.308947 | 1.201606 | 1.312888 | 1.601428 | 1.795366 | 1.819732 | 1.794067 | 1.794443 | 1.796194 | 1.885705 | 1.867759 | 1.212187 | 1.102394 | 1.126269 | 0.811161 | 1.251560 | 1.225218 | 0.803224 | 1.019468 | 1.101621 | 0.872492 | 1.147124 | 1.252050 | 1.219244 |
| min | 1.000000 | 16.000000 | 0.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 |
| 25% | 132.500000 | 20.000000 | 0.000000 | 2.000000 | 2.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 2.000000 | 2.000000 | 2.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 2.000000 | 4.000000 | 4.000000 | 3.000000 | 2.000000 | 3.000000 | 4.000000 | 2.000000 | 3.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 3.000000 | 3.000000 | 3.000000 | 2.000000 | 3.000000 | 4.000000 | 4.000000 | 2.000000 | 2.000000 | 2.000000 | 3.000000 | 3.000000 | 2.000000 | 3.000000 | 3.000000 | 3.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 2.000000 | 2.000000 | 2.000000 | 4.000000 | 2.000000 | 2.000000 | 4.000000 | 3.000000 | 3.000000 | 4.000000 | 3.000000 | 2.000000 | 2.000000 |
| 50% | 264.000000 | 22.000000 | 1.000000 | 3.000000 | 3.000000 | 2.000000 | 1.000000 | 1.000000 | 1.000000 | 2.000000 | 2.000000 | 3.000000 | 1.000000 | 2.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 2.000000 | 3.000000 | 4.000000 | 4.000000 | 3.000000 | 3.000000 | 4.000000 | 4.000000 | 3.000000 | 4.000000 | 5.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 3.000000 | 3.000000 | 3.000000 | 4.000000 | 4.000000 | 4.000000 | 3.000000 | 3.000000 | 3.000000 | 4.000000 | 4.000000 | 3.000000 | 4.000000 | 4.000000 | 4.000000 | 2.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 3.000000 | 3.000000 | 3.000000 | 3.000000 | 3.000000 | 2.000000 | 3.000000 | 3.000000 | 3.000000 | 2.000000 | 5.000000 | 3.000000 | 3.000000 | 5.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 3.000000 |
| 75% | 395.500000 | 23.000000 | 1.000000 | 3.000000 | 4.000000 | 3.000000 | 2.000000 | 1.000000 | 3.000000 | 3.000000 | 3.000000 | 4.000000 | 2.000000 | 2.000000 | 2.000000 | 2.000000 | 2.000000 | 2.000000 | 4.000000 | 4.000000 | 5.000000 | 5.000000 | 4.000000 | 4.000000 | 5.000000 | 5.000000 | 4.000000 | 4.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 5.000000 | 5.000000 | 5.000000 | 4.000000 | 4.000000 | 4.000000 | 5.000000 | 4.000000 | 4.000000 | 4.000000 | 5.000000 | 5.000000 | 5.000000 | 4.000000 | 2.000000 | 3.000000 | 4.000000 | 2.000000 | 3.000000 | 2.000000 | 1.000000 | 2.000000 | 3.000000 | 4.000000 | 5.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 4.000000 | 3.000000 | 5.000000 | 4.000000 | 4.000000 | 5.000000 | 5.000000 | 4.000000 | 5.000000 | 5.000000 | 4.000000 | 4.000000 |
| max | 527.000000 | 33.000000 | 1.000000 | 4.000000 | 6.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 4.000000 | 5.000000 | 6.000000 | 4.000000 | 4.000000 | 4.000000 | 2.000000 | 3.000000 | 4.000000 | 7.000000 | 6.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 7.000000 | 7.000000 | 7.000000 | 7.000000 | 7.000000 | 7.000000 | 7.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 | 5.000000 |
for column in data1.columns:
print(f"Value counts for {column}:\n{data1[column].value_counts()}\n")
Value counts for Record_ID: 1 1 363 1 361 1 360 1 359 1 358 1 357 1 356 1 355 1 354 1 353 1 352 1 351 1 350 1 349 1 348 1 347 1 346 1 345 1 344 1 343 1 342 1 341 1 340 1 339 1 338 1 337 1 336 1 335 1 334 1 333 1 362 1 364 1 331 1 365 1 394 1 393 1 392 1 391 1 390 1 389 1 388 1 387 1 386 1 385 1 384 1 383 1 382 1 381 1 380 1 379 1 378 1 377 1 376 1 375 1 374 1 373 1 372 1 371 1 370 1 369 1 368 1 367 1 366 1 332 1 330 1 396 1 297 1 295 1 294 1 293 1 292 1 291 1 290 1 289 1 288 1 287 1 286 1 285 1 284 1 283 1 282 1 281 1 280 1 279 1 278 1 277 1 276 1 275 1 274 1 273 1 272 1 271 1 270 1 269 1 268 1 267 1 296 1 298 1 329 1 299 1 328 1 327 1 326 1 325 1 324 1 323 1 322 1 321 1 320 1 319 1 318 1 317 1 316 1 315 1 314 1 313 1 312 1 311 1 310 1 309 1 308 1 307 1 306 1 305 1 304 1 303 1 302 1 301 1 300 1 395 1 397 1 265 1 495 1 493 1 492 1 491 1 490 1 489 1 488 1 487 1 486 1 485 1 484 1 483 1 482 1 481 1 480 1 479 1 478 1 477 1 476 1 475 1 474 1 473 1 472 1 471 1 470 1 469 1 468 1 467 1 466 1 465 1 494 1 496 1 463 1 497 1 526 1 525 1 524 1 523 1 522 1 521 1 520 1 519 1 518 1 517 1 516 1 515 1 514 1 513 1 512 1 511 1 510 1 509 1 508 1 507 1 506 1 505 1 504 1 503 1 502 1 501 1 500 1 499 1 498 1 464 1 462 1 398 1 429 1 427 1 426 1 425 1 424 1 423 1 422 1 421 1 420 1 419 1 418 1 417 1 416 1 415 1 414 1 413 1 412 1 411 1 410 1 409 1 408 1 407 1 406 1 405 1 404 1 403 1 402 1 401 1 400 1 399 1 428 1 430 1 461 1 431 1 460 1 459 1 458 1 457 1 456 1 455 1 454 1 453 1 452 1 451 1 450 1 449 1 448 1 447 1 446 1 445 1 444 1 443 1 442 1 441 1 440 1 439 1 438 1 437 1 436 1 435 1 434 1 433 1 432 1 266 1 264 1 2 1 99 1 97 1 96 1 95 1 94 1 93 1 92 1 91 1 90 1 89 1 88 1 87 1 86 1 85 1 84 1 83 1 82 1 81 1 80 1 79 1 78 1 77 1 76 1 75 1 74 1 73 1 72 1 71 1 70 1 69 1 98 1 100 1 67 1 101 1 130 1 129 1 128 1 127 1 126 1 125 1 124 1 123 1 122 1 121 1 120 1 119 1 118 1 117 1 116 1 115 1 114 1 113 1 112 1 111 1 110 1 109 1 108 1 107 1 106 1 105 1 104 1 103 1 102 1 68 1 66 1 132 1 33 1 31 1 30 1 29 1 28 1 27 1 26 1 25 1 24 1 23 1 22 1 21 1 20 1 19 1 18 1 17 1 16 1 15 1 14 1 13 1 12 1 11 1 10 1 9 1 8 1 7 1 6 1 5 1 4 1 3 1 32 1 34 1 65 1 35 1 64 1 63 1 62 1 61 1 60 1 59 1 58 1 57 1 56 1 55 1 54 1 53 1 52 1 51 1 50 1 49 1 48 1 47 1 46 1 45 1 44 1 43 1 42 1 41 1 40 1 39 1 38 1 37 1 36 1 131 1 133 1 263 1 231 1 229 1 228 1 227 1 226 1 225 1 224 1 223 1 222 1 221 1 220 1 219 1 218 1 217 1 216 1 215 1 214 1 213 1 212 1 211 1 210 1 209 1 208 1 207 1 206 1 205 1 204 1 203 1 202 1 201 1 230 1 232 1 199 1 233 1 262 1 261 1 260 1 259 1 258 1 257 1 256 1 255 1 254 1 253 1 252 1 251 1 250 1 249 1 248 1 247 1 246 1 245 1 244 1 243 1 242 1 241 1 240 1 239 1 238 1 237 1 236 1 235 1 234 1 200 1 198 1 134 1 165 1 163 1 162 1 161 1 160 1 159 1 158 1 157 1 156 1 155 1 154 1 153 1 152 1 151 1 150 1 149 1 148 1 147 1 146 1 145 1 144 1 143 1 142 1 141 1 140 1 139 1 138 1 137 1 136 1 135 1 164 1 166 1 197 1 167 1 196 1 195 1 194 1 193 1 192 1 191 1 190 1 189 1 188 1 187 1 186 1 185 1 184 1 183 1 182 1 181 1 180 1 179 1 178 1 177 1 176 1 175 1 174 1 173 1 172 1 171 1 170 1 169 1 168 1 527 1 Name: Record_ID, dtype: int64 Value counts for Age: 22 100 21 99 23 51 20 49 19 44 24 34 18 33 26 28 25 24 17 19 29 13 27 12 28 10 30 7 16 3 33 1 Name: Age, dtype: int64 Value counts for Gender: 1 379 0 148 Name: Gender, dtype: int64 Value counts for Education: 3 297 2 139 4 57 1 34 Name: Education, dtype: int64 Value counts for Father Occupation: 2 204 4 162 5 63 3 38 1 37 6 23 Name: Father Occupation, dtype: int64 Value counts for Household Income: 2 177 1 171 3 111 4 67 5 1 Name: Household Income, dtype: int64 Value counts for Native (Rural/Urban): 1 346 2 180 5 1 Name: Native (Rural/Urban), dtype: int64 Value counts for Handset Type(Color/ Black & white): 1 405 2 115 5 3 4 2 3 2 Name: Handset Type(Color/ Black & white), dtype: int64 Value counts for Handset Brand: 1 303 2 67 3 66 4 55 5 36 Name: Handset Brand, dtype: int64 Value counts for Handset Selection Reason: 2 214 3 131 1 109 4 73 Name: Handset Selection Reason, dtype: int64 Value counts for Handset Cost: 2 223 3 143 1 89 4 70 5 2 Name: Handset Cost, dtype: int64 Value counts for Handset Age: 3 172 2 104 1 101 4 84 6 33 5 33 Name: Handset Age, dtype: int64 Value counts for Calls Receiving per day: 1 298 2 182 3 36 4 11 Name: Calls Receiving per day, dtype: int64 Value counts for SMS Receiving per day: 1 257 2 178 3 56 4 36 Name: SMS Receiving per day, dtype: int64 Value counts for SMS Sending per day: 1 278 2 131 3 65 4 53 Name: SMS Sending per day, dtype: int64 Value counts for Frequent Communication Type: 1 355 2 172 Name: Frequent Communication Type, dtype: int64 Value counts for Feel safe and secure with mobile: 1 310 2 214 3 3 Name: Feel safe and secure with mobile, dtype: int64 Value counts for Monthly Mobile Expenditure: 1 371 2 113 3 25 4 18 Name: Monthly Mobile Expenditure, dtype: int64 Value counts for Current Service Provider: 1 176 2 95 4 90 3 83 5 46 6 35 7 2 Name: Current Service Provider, dtype: int64 Value counts for Current Service Provider Age: 3 175 2 105 1 89 4 75 6 51 5 32 Name: Current Service Provider Age, dtype: int64 Value counts for SP - Influence Rating for Signal: 5 250 4 215 3 46 2 12 1 4 Name: SP - Influence Rating for Signal, dtype: int64 Value counts for SP - Influence Rating for Customer care: 4 257 5 151 3 75 2 37 1 7 Name: SP - Influence Rating for Customer care, dtype: int64 Value counts for SP - Influence Rating for Electronic media: 4 179 3 152 5 82 2 79 1 35 Name: SP - Influence Rating for Electronic media, dtype: int64 Value counts for SP - Influence Rating for Hoardings: 3 159 4 158 2 97 5 70 1 43 Name: SP - Influence Rating for Hoardings, dtype: int64 Value counts for SP - Influence Rating for Friends: 4 230 5 162 3 92 2 35 1 8 Name: SP - Influence Rating for Friends, dtype: int64 Value counts for SP - Influence Rating for Family members: 4 232 5 168 3 81 2 37 1 9 Name: SP - Influence Rating for Family members, dtype: int64 Value counts for SP - Influence Rating for Print media: 3 168 4 142 2 109 5 65 1 43 Name: SP - Influence Rating for Print media, dtype: int64 Value counts for SP - Influence Rating for Call costs: 4 217 5 131 3 111 2 50 1 18 Name: SP - Influence Rating for Call costs, dtype: int64 Value counts for HS - Influence Rating for Brand: 5 268 4 211 3 40 1 6 2 2 Name: HS - Influence Rating for Brand, dtype: int64 Value counts for HS - Influence Rating for Battery back up: 5 228 4 220 3 56 2 20 1 3 Name: HS - Influence Rating for Battery back up, dtype: int64 Value counts for HS - Influence Rating for Keypad: 4 242 5 173 3 93 2 14 1 5 Name: HS - Influence Rating for Keypad, dtype: int64 Value counts for HS - Influence Rating for Display: 4 229 5 207 3 67 2 19 1 5 Name: HS - Influence Rating for Display, dtype: int64 Value counts for HS - Influence Rating for Sound: 4 227 5 197 3 79 2 19 1 5 Name: HS - Influence Rating for Sound, dtype: int64 Value counts for HS - Influence Rating for Size of the screen: 4 237 5 131 3 120 2 25 1 14 Name: HS - Influence Rating for Size of the screen, dtype: int64 Value counts for HS - Influence Rating for Electronic media: 4 166 3 165 2 82 5 80 1 34 Name: HS - Influence Rating for Electronic media, dtype: int64 Value counts for HS - Influence Rating for Print media: 3 175 4 153 2 88 5 70 1 41 Name: HS - Influence Rating for Print media, dtype: int64 Value counts for HS - Influence Rating for Hoardings: 3 172 4 159 2 91 5 62 1 43 Name: HS - Influence Rating for Hoardings, dtype: int64 Value counts for HS - Influence Rating for Friends: 4 241 5 141 3 101 2 31 1 13 Name: HS - Influence Rating for Friends, dtype: int64 Value counts for HS - Influence Rating for Family members: 4 243 5 154 3 88 2 33 1 9 Name: HS - Influence Rating for Family members, dtype: int64 Value counts for HS - Influence Rating for Voice clarity: 4 236 5 169 3 81 2 30 1 11 Name: HS - Influence Rating for Voice clarity, dtype: int64 Value counts for HS - Influence Rating for MP3 facility: 4 139 2 118 5 108 3 97 1 65 Name: HS - Influence Rating for MP3 facility, dtype: int64 Value counts for HS - Influence Rating for Bluetooth: 2 123 4 118 3 110 5 104 1 72 Name: HS - Influence Rating for Bluetooth, dtype: int64 Value counts for HS - Influence Rating for Camera pixels: 4 132 2 122 5 103 3 101 1 69 Name: HS - Influence Rating for Camera pixels, dtype: int64 Value counts for HS - Influence Rating for FM radio: 4 179 5 162 2 75 3 69 1 42 Name: HS - Influence Rating for FM radio, dtype: int64 Value counts for HS - Influence Rating for Games: 4 196 3 126 5 119 2 61 1 25 Name: HS - Influence Rating for Games, dtype: int64 Value counts for HS - Influence Rating for Video: 4 146 2 111 3 102 5 101 1 67 Name: HS - Influence Rating for Video, dtype: int64 Value counts for HS - Influence Rating for Memory size: 4 182 3 114 5 113 2 70 1 48 Name: HS - Influence Rating for Memory size, dtype: int64 Value counts for HS - Influence Rating for Price: 4 241 5 137 3 104 2 32 1 13 Name: HS - Influence Rating for Price, dtype: int64 Value counts for HS - Influence Rating for Stylish: 4 205 5 159 3 103 2 41 1 19 Name: HS - Influence Rating for Stylish, dtype: int64 Value counts for Stylish Handset Brand: 1 231 5 162 3 68 2 42 4 24 Name: Stylish Handset Brand, dtype: int64 Value counts for More Models Handset Brand: 1 288 5 115 3 62 2 38 4 24 Name: More Models Handset Brand, dtype: int64 Value counts for User friendly Handset Brand: 1 372 5 56 3 35 2 35 4 29 Name: User friendly Handset Brand, dtype: int64 Value counts for Reasonable prices Handset Brand: 1 321 2 65 4 56 5 43 3 42 Name: Reasonable prices Handset Brand, dtype: int64 Value counts for Added features Handset Brand: 1 295 5 112 3 46 2 44 4 30 Name: Added features Handset Brand, dtype: int64 Value counts for Customer service Handset Brand: 1 390 4 38 5 37 2 31 3 31 Name: Customer service Handset Brand, dtype: int64 Value counts for Advertisements Handset Brand: 1 321 3 65 5 60 2 50 4 31 Name: Advertisements Handset Brand, dtype: int64 Value counts for Sales promotions Handset Brand: 1 363 2 43 3 41 5 41 4 39 Name: Sales promotions Handset Brand, dtype: int64 Value counts for Available service centers Handset Brand: 1 404 5 34 3 34 2 29 4 26 Name: Available service centers Handset Brand, dtype: int64 Value counts for Durability Handset Brand: 1 376 5 49 3 41 2 39 4 22 Name: Durability Handset Brand, dtype: int64 Value counts for Overall, I like the Handset Brand: 1 341 5 97 3 42 4 24 2 23 Name: Overall, I like the Handset Brand, dtype: int64 Value counts for User friendly Service Provider: 1 207 5 79 3 76 4 68 2 54 6 34 7 9 Name: User friendly Service Provider, dtype: int64 Value counts for Added features Service Provider: 1 194 5 94 3 88 4 62 2 46 6 29 7 14 Name: Added features Service Provider, dtype: int64 Value counts for Customer service Service Provider: 1 218 4 78 3 76 5 71 2 40 6 37 7 7 Name: Customer service Service Provider, dtype: int64 Value counts for Advertisements Service Provider: 1 210 4 91 5 85 3 71 6 32 2 31 7 7 Name: Advertisements Service Provider, dtype: int64 Value counts for Sales promotions Service Provider: 1 202 3 94 5 76 4 64 6 42 2 42 7 7 Name: Sales promotions Service Provider, dtype: int64 Value counts for Available service centers Service Provider: 1 236 3 78 5 72 6 51 4 49 2 33 7 8 Name: Available service centers Service Provider, dtype: int64 Value counts for Overall, I like Service Provider: 1 205 3 84 4 74 5 70 6 45 2 35 7 14 Name: Overall, I like Service Provider, dtype: int64 Value counts for All my friends use: 4 148 2 124 3 121 5 95 1 39 Name: All my friends use, dtype: int64 Value counts for Old fashioned: 2 178 3 138 4 122 1 54 5 35 Name: Old fashioned, dtype: int64 Value counts for Prestige: 2 214 3 122 1 81 4 71 5 39 Name: Prestige, dtype: int64 Value counts for Secure: 5 283 4 182 3 48 1 7 2 7 Name: Secure, dtype: int64 Value counts for Show-off: 2 171 3 125 4 86 5 73 1 72 Name: Show-off, dtype: int64 Value counts for Life style: 4 142 2 134 3 120 5 82 1 49 Name: Life style, dtype: int64 Value counts for Communication: 5 304 4 169 3 39 2 8 1 7 Name: Communication, dtype: int64 Value counts for Facilities: 4 203 5 188 3 85 2 37 1 14 Name: Facilities, dtype: int64 Value counts for Life easier: 4 194 5 122 3 122 2 66 1 23 Name: Life easier, dtype: int64 Value counts for Call Friends and Family: 5.0 260 4.0 187 3.0 56 2.0 16 1.0 7 Name: Call Friends and Family, dtype: int64 Value counts for Mostly use SMS: 4 161 5 161 3 120 2 62 1 23 Name: Mostly use SMS, dtype: int64 Value counts for Music or Videos: 4 154 5 118 3 111 2 100 1 44 Name: Music or Videos, dtype: int64 Value counts for Games: 3 152 4 123 2 112 5 88 1 52 Name: Games, dtype: int64
data1.iloc[:, 1].unique()
array([21, 24, 22, 26, 28, 23, 25, 17, 29, 20, 30, 27, 33, 16, 18, 19],
dtype=int64)
grouped_data = data1.groupby('Education')['Education'].count()
grouped_data
Education 1 34 2 139 3 297 4 57 Name: Education, dtype: int64
data1.iloc[:,5].value_counts()
2 177 1 171 3 111 4 67 5 1 Name: Household Income, dtype: int64
# Checking condition
condition = data1['Household Income'] >= 5
# Update values in the specified column based on the condition
data1.loc[condition, 'Household Income'] = 4 # Replace 'updated_value' with the value you want to set
data1.iloc[:,10].value_counts()
2 223 3 143 1 89 4 70 5 2 Name: Handset Cost, dtype: int64
# Checking condition
condition = data1['Household Income'] >= 5
# Update values in the specified column based on the condition
data1.loc[condition, 'Household Income'] = 4 # Replace 'updated_value' with the value you want to set
data1[(data1.iloc[:,10]==5) & (data1.iloc[:,6]==2)]
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 249 | 250 | 24 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 1 | 3 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 3 |
# Your conditions
condition1 = (data1['Handset Cost'] == 5)
condition2 = (data1['Native (Rural/Urban)'] == 2) # Add additional conditions as needed
# Update values in the specified column based on the conditions
data1.loc[condition1 & condition2, 'Handset Cost'] = 2 # Replace 'updated_value' with the value you want to set
# Your conditions
condition1 = (data1['Handset Cost'] == 5)
condition2 = (data1['Native (Rural/Urban)'] == 1) # Add additional conditions as needed
# Update values in the specified column based on the conditions
data1.loc[condition1 & condition2, 'Handset Cost'] = 3 # Replace 'updated_value' with the value you want to set
data1.iloc[:,10].value_counts()
2 224 3 144 1 89 4 70 Name: Handset Cost, dtype: int64
data1[(data1['Native (Rural/Urban)']>=3)]
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 62 | 63 | 20 | 1 | 2 | 4 | 4 | 5 | 1 | 5 | 2 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 2 | 5 | 1.0 | 5 | 5 | 3 |
# Checking condition
condition = data1['Native (Rural/Urban)'] >= 3
# Update values in the specified column based on the condition
data1.loc[condition, 'Native (Rural/Urban)'] = 2 # Replace 'updated_value' with the value you want to set
data1['Native (Rural/Urban)'].value_counts()
1 346 2 181 Name: Native (Rural/Urban), dtype: int64
data1[(data1['Frequent Communication Type']>=2)]
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | 2 | 4 | 5 | 3 | 5 | 1 | 4 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 7 | 5 | 1 | 1 | 1 | 3 | 5 | 1 | 3 | 5 | 2 | 5 | 5 | 3 | 4 | 5.0 | 3 | 2 | 3 |
| 3 | 4 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 4 | 5 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 5 | 6 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 4 | 4 | 4 | 1 | 3 | 4 | 1 | 5 | 5 | 7 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 2 | 2 | 4 | 5 | 4 | 4.0 | 5 | 5 | 3 |
| 9 | 10 | 22 | 1 | 2 | 4 | 3 | 1 | 1 | 4 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 4 | 2 |
| 13 | 14 | 22 | 1 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 6 | 5 | 5 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 1 |
| 14 | 15 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 1 | 1 | 5 | 5 | 6 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 4 | 5 | 3 |
| 15 | 16 | 21 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 4 | 3 | 2 | 4 | 5 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 2 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 3 | 5.0 | 5 | 2 | 3 |
| 19 | 20 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 2 | 2 | 3 | 4 | 4 | 2 | 1 | 2 | 3 | 2 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 3 | 2 | 2 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 2 | 3 | 1 | 1 | 3 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 3.0 | 3 | 2 | 3 |
| 33 | 34 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 5 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 34 | 35 | 24 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 35 | 36 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 4 | 3 | 5 | 1 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 4 | 3.0 | 5 | 4 | 3 |
| 37 | 38 | 21 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 7 | 3 | 4 | 6 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 3 | 4.0 | 5 | 4 | 5 |
| 38 | 39 | 24 | 1 | 3 | 2 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 7 | 7 | 4 | 4 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2.0 | 3 | 4 | 5 |
| 41 | 42 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 4 | 1 | 3 | 3 | 3 | 3 | 1 | 3 | 5 | 3 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 4 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 42 | 43 | 25 | 1 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 2 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 2 | 3 | 2 | 3 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 5 | 3 | 2.0 | 3 | 2 | 1 |
| 45 | 46 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 3 | 3 | 4 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 50 | 51 | 21 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 5 | 2 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 2 | 3.0 | 3 | 4 | 4 |
| 58 | 59 | 22 | 1 | 3 | 2 | 1 | 1 | 4 | 1 | 4 | 4 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 4 | 5 | 5 | 3 | 4 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 3 | 5 | 4 | 5 | 3 | 2 | 4 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 2 | 1 | 5 | 4 | 1 | 2 | 3 | 1 | 4 | 3 | 6 | 7 | 2 | 5 | 3 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 63 | 64 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 3 | 5 | 2.0 | 5 | 1 | 3 |
| 66 | 67 | 22 | 1 | 3 | 5 | 3 | 1 | 2 | 4 | 4 | 2 | 1 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 5 | 3 | 2 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 4.0 | 5 | 5 | 3 |
| 67 | 68 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 3 | 5 | 1 | 4 | 4 | 3 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 68 | 69 | 22 | 1 | 3 | 2 | 3 | 2 | 2 | 1 | 4 | 3 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 69 | 70 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 70 | 71 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4.0 | 2 | 1 | 2 |
| 71 | 72 | 23 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 3 | 1 | 2 | 2 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 4 | 5.0 | 4 | 3 | 2 |
| 73 | 74 | 22 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 3 | 5 |
| 76 | 77 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5.0 | 5 | 2 | 2 |
| 77 | 78 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 1 | 5 | 1 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 81 | 82 | 25 | 1 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 7 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 3 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 2 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 83 | 84 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 5 | 1 | 1 | 5 | 4 | 1 | 5.0 | 4 | 1 | 2 |
| 84 | 85 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 1 | 3 | 3 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 2 | 2.0 | 5 | 2 | 1 |
| 85 | 86 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 87 | 88 | 22 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 2 | 6 | 6 | 6 | 5 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 3 | 4.0 | 4 | 2 | 1 |
| 92 | 93 | 22 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 1 | 3 | 2 | 1 | 4 | 4 | 6 | 1 | 1 | 2 | 2 | 6 | 4 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 3 | 3.0 | 4 | 4 | 4 |
| 96 | 97 | 30 | 1 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 100 | 101 | 29 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 4 | 6 | 3 | 3 | 1 | 2 | 1 | 4 | 2 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 101 | 102 | 26 | 1 | 4 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 3 | 1 | 3 | 1 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 108 | 109 | 26 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 6 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 2 | 3 | 1 | 2 | 5 | 4 | 3 | 4.0 | 3 | 3 | 2 |
| 113 | 114 | 26 | 1 | 4 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 127 | 128 | 27 | 1 | 4 | 5 | 3 | 2 | 2 | 3 | 4 | 1 | 4 | 2 | 3 | 3 | 2 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 2 |
| 128 | 129 | 30 | 1 | 4 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 3 | 3 | 4 | 2 | 1 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 130 | 131 | 25 | 1 | 4 | 1 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 137 | 138 | 26 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 5 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 139 | 140 | 26 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 4 | 4 | 2 | 1 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 3 | 2 |
| 145 | 146 | 24 | 1 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 4 | 4 | 2 | 1 | 4 | 4 | 6 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 151 | 152 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 5 | 4 | 4 | 3 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 160 | 161 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 165 | 166 | 22 | 1 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5.0 | 5 | 4 | 2 |
| 166 | 167 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 3 | 1 | 1 | 5 | 2 | 1 | 4 | 5 | 1 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 169 | 170 | 24 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 170 | 171 | 22 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 3 | 3 | 1 | 3 | 5 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 3 | 3 |
| 171 | 172 | 22 | 0 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 5.0 | 5 | 5 | 2 |
| 173 | 174 | 25 | 1 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 3 | 1 | 4 | 4 | 4 | 2 | 1 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 2 | 1 | 1 | 4 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 5 | 6 | 5 | 4 | 6 | 1 | 5 | 2 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 5 | 3 | 3 |
| 175 | 176 | 22 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 178 | 179 | 22 | 0 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 5 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 3 | 1 | 1 | 3 | 5 | 5 | 6 | 1 | 4 | 6 | 5 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 179 | 180 | 21 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 2 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 5 | 4 | 3 |
| 180 | 181 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 3 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 1 | 4 | 5 | 3 | 2 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 5 | 5 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 182 | 183 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 4 | 2 | 3 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5.0 | 4 | 5 | 4 |
| 183 | 184 | 22 | 0 | 3 | 2 | 4 | 2 | 1 | 4 | 2 | 4 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 4.0 | 4 | 5 | 4 |
| 187 | 188 | 22 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 5 | 4 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 1 | 3 | 2 | 1 | 3 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 192 | 193 | 17 | 1 | 1 | 5 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 194 | 195 | 17 | 1 | 1 | 5 | 1 | 2 | 2 | 3 | 3 | 2 | 4 | 3 | 3 | 3 | 2 | 1 | 1 | 6 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 201 | 202 | 20 | 0 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 203 | 204 | 19 | 0 | 2 | 4 | 3 | 1 | 2 | 2 | 2 | 1 | 5 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 2 | 5 | 5 | 5 | 4 | 3 | 2 | 2 | 3 | 2 | 4 | 4 | 3 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 4 | 4 | 1 | 4 | 2 | 1 | 2 | 7 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 5 | 2 | 2 |
| 212 | 213 | 20 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 3 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 2 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 217 | 218 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 1 | 3 | 2 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 5 | 3 | 6 | 1 | 5 | 3 | 2 | 2 | 2 | 2 | 4 | 5 | 3 | 4.0 | 5 | 2 | 1 |
| 222 | 223 | 18 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 3 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 5 | 1 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 1 | 6 | 2 | 6 | 5 | 1 | 1 | 6 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 239 | 240 | 22 | 0 | 3 | 6 | 2 | 1 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 241 | 242 | 21 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 3 | 1 | 2 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 250 | 251 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 1 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 258 | 259 | 20 | 1 | 2 | 4 | 3 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 2 | 3 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 2 | 3 | 5 | 5 | 5 | 3 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 262 | 263 | 17 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 1 | 1 | 5 | 1 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 2 | 2 | 5 | 5 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 272 | 273 | 20 | 0 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 3 | 3 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 4 | 6 | 2 | 2 | 4 | 3 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 5 | 5 | 3 |
| 273 | 274 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 3 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 5 | 3 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 5 | 5 | 6 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 276 | 277 | 21 | 0 | 3 | 6 | 3 | 1 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 282 | 283 | 20 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 5 | 1 | 4 | 1 | 3 | 2 | 4 | 3 | 5 | 6 | 1 | 2 | 5 | 3 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 5 | 4 | 3 |
| 283 | 284 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 1 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 3 | 3 | 5 | 5 | 1 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 5 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 4 | 5 | 2 | 2 | 5 | 4 | 2 | 3.0 | 5 | 1 | 3 |
| 293 | 294 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 3 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 3 | 3 | 4.0 | 5 | 5 | 4 |
| 294 | 295 | 19 | 0 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 5 |
| 296 | 297 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 6 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 5 | 2 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 5 | 4 | 5 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 302 | 303 | 20 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 6 | 2 | 5 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 4 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 303 | 304 | 19 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 3 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 304 | 305 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 4 | 1 | 4 | 1 | 3 | 1 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 2 | 2.0 | 4 | 3 | 4 |
| 305 | 306 | 19 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 4 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 4 | 4.0 | 5 | 4 | 4 |
| 306 | 307 | 20 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 4 | 1 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 5 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 2 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 1 | 5 | 6 | 5 | 6 | 4 | 1 | 6 | 6 | 4 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 307 | 308 | 20 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 3 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 6 | 5 | 6 | 1 | 1 | 6 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 4 | 4.0 | 5 | 2 | 4 |
| 308 | 309 | 20 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 5 | 1 | 5 | 5 | 1 | 5 | 1 | 1 | 2 | 1 | 7 | 3 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4.0 | 4 | 3 | 3 |
| 311 | 312 | 20 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 3 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 312 | 313 | 20 | 1 | 2 | 4 | 3 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 4 | 2 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 313 | 314 | 19 | 0 | 2 | 3 | 1 | 2 | 1 | 5 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 314 | 315 | 20 | 0 | 2 | 5 | 2 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 6 | 1 | 4 | 5 | 2 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 4 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 6 | 1 | 6 | 2 | 5 | 2 | 2 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 316 | 317 | 20 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 5 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 2 | 3 | 4.0 | 4 | 4 | 4 |
| 317 | 318 | 22 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 3 |
| 318 | 319 | 20 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 319 | 320 | 20 | 0 | 3 | 4 | 4 | 2 | 1 | 5 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 4 | 1 | 3 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 5 | 2 | 1 | 4 | 4 | 4 | 6 | 2 | 5 | 4 | 1 | 1 | 1 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 4 | 1 | 1 |
| 320 | 321 | 21 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 6 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 1 | 6 | 7 | 4 | 4 | 7 | 1 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 4.0 | 3 | 4 | 4 |
| 322 | 323 | 23 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 5 | 4 | 5 | 4 | 2 | 2 | 5 | 5 | 3 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 3 | 5 | 3 | 1 | 2 | 3 | 6 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 323 | 324 | 24 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 5 | 2 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 324 | 325 | 17 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 2 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 328 | 329 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 331 | 332 | 20 | 0 | 1 | 4 | 4 | 1 | 1 | 1 | 2 | 2 | 6 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2.0 | 4 | 2 | 2 |
| 337 | 338 | 17 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 7 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 4.0 | 4 | 5 | 5 |
| 338 | 339 | 18 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 343 | 344 | 20 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 6 | 1 | 1 | 3 | 2 | 1 | 5 | 4 | 2 | 5 | 4 | 3 | 3.0 | 5 | 3 | 3 |
| 344 | 345 | 20 | 1 | 2 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 6 | 5 | 5 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 1 | 4 | 2 | 2 | 5 | 3 | 5 | 4 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 347 | 348 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 3 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 5 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 6 | 4 | 1 | 1 | 5 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 348 | 349 | 21 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 349 | 350 | 20 | 1 | 2 | 5 | 3 | 2 | 2 | 5 | 4 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 5 | 2 | 4 |
| 353 | 354 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 2 | 3 | 4 | 5 | 3 | 3 | 2 | 3 | 4 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 5.0 | 4 | 1 | 3 |
| 361 | 362 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 2 | 2 | 4 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 4 | 5 | 6 | 4 | 2 | 4 | 2 | 4 | 4 | 3 | 4 | 2 | 4 | 4.0 | 5 | 5 | 5 |
| 364 | 365 | 21 | 0 | 3 | 2 | 4 | 1 | 2 | 3 | 3 | 3 | 4 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4.0 | 5 | 5 | 3 |
| 368 | 369 | 18 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 4 | 1 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 369 | 370 | 18 | 0 | 2 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 370 | 371 | 18 | 0 | 2 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 371 | 372 | 19 | 0 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 4 | 3 |
| 372 | 373 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 4 | 1 | 2 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 3.0 | 4 | 5 | 5 |
| 374 | 375 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 4.0 | 2 | 4 | 3 |
| 377 | 378 | 19 | 1 | 2 | 5 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 2 | 4 | 4 | 2 | 2 | 1 | 1 | 3 | 4 | 2 | 2 | 1 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 4.0 | 5 | 5 | 2 |
| 378 | 379 | 19 | 1 | 2 | 4 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 380 | 381 | 21 | 1 | 2 | 4 | 4 | 1 | 1 | 5 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 381 | 382 | 19 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 385 | 386 | 19 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 4 | 4 | 1 | 1 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 6 | 2 | 3 | 4 | 3 | 1 | 5 | 3 | 4 | 4 | 2 | 4 | 4.0 | 3 | 3 | 1 |
| 395 | 396 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 5 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 4 | 3 | 3 | 4.0 | 3 | 4 | 3 |
| 397 | 398 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 2 | 3 | 4 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 399 | 400 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 2 | 5 | 2 | 5 | 4 | 3 | 1 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 3.0 | 4 | 4 | 3 |
| 403 | 404 | 22 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 1 | 6 | 4 | 4 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 3 | 4.0 | 3 | 4 | 3 |
| 405 | 406 | 24 | 0 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 6 | 1 | 6 | 4 | 4 | 1 | 4 | 1 | 2 | 5 | 4 | 1 | 4.0 | 5 | 1 | 3 |
| 413 | 414 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 5 | 4 | 3 | 2 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 4 | 6 | 1 | 3 | 4 | 1 | 4 | 3 | 2 | 4 | 2 | 2 | 5.0 | 3 | 4 | 4 |
| 414 | 415 | 23 | 1 | 3 | 6 | 1 | 2 | 1 | 5 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 6 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 415 | 416 | 23 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 3 | 3 | 4 | 3 | 2 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 2 | 1 | 1 | 3 | 3 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 1 | 3 | 4 | 3 | 5 | 5 | 2 | 3 | 3 | 4 | 5 | 5.0 | 2 | 1 | 1 |
| 416 | 417 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4.0 | 3 | 4 | 2 |
| 418 | 419 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 1 | 5 | 5 | 3 | 2 | 3 | 5 | 4 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 1 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 5.0 | 5 | 2 | 5 |
| 420 | 421 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 421 | 422 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 1 | 2 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 2 |
| 425 | 426 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 4 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 1 | 4 | 2 | 4 | 1 | 5 | 4 | 5 | 5 | 4 | 2 | 2 | 5 | 6 | 2 | 4 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 4.0 | 4 | 3 | 3 |
| 426 | 427 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 1 | 5 | 5 | 3 | 3 | 1 | 4 | 5 | 1 | 3 | 3 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 4.0 | 3 | 3 | 3 |
| 427 | 428 | 20 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 6 | 1 | 1 | 4 | 2 | 2 | 1 | 6 | 3 | 5 | 4 | 3 | 1 | 5 | 2 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 4 | 1 | 2 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 2 | 3 | 5.0 | 5 | 2 | 4 |
| 429 | 430 | 20 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 4 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 3 | 4.0 | 5 | 4 | 2 |
| 430 | 431 | 21 | 1 | 3 | 5 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 5.0 | 5 | 5 | 4 |
| 432 | 433 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 4 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 1 | 3 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 3 | 5 | 3 | 3 | 5.0 | 5 | 3 | 2 |
| 433 | 434 | 21 | 1 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 435 | 436 | 23 | 1 | 3 | 3 | 1 | 1 | 1 | 5 | 4 | 2 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 3 | 4 | 5 | 3 | 2 | 5.0 | 3 | 3 | 3 |
| 437 | 438 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 4 | 1 | 2 | 2 | 2 | 4 | 3 | 2 | 1 | 2 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 439 | 440 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 4 | 2 | 2 | 1 | 2 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 440 | 441 | 22 | 1 | 3 | 5 | 1 | 1 | 1 | 4 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
| 442 | 443 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 5 | 3 | 5 | 1 | 3 | 1 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4.0 | 5 | 2 | 2 |
| 444 | 445 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5.0 | 3 | 2 | 2 |
| 452 | 453 | 27 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 5 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 5 | 5 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 453 | 454 | 22 | 1 | 3 | 5 | 2 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 454 | 455 | 22 | 1 | 3 | 4 | 4 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 455 | 456 | 21 | 1 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 1 | 5.0 | 5 | 2 | 1 |
| 461 | 462 | 25 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 4.0 | 4 | 3 | 4 |
| 464 | 465 | 22 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 1 | 6 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 5 |
| 467 | 468 | 21 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 1 | 4 | 5 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 3 | 3 |
| 468 | 469 | 23 | 1 | 3 | 4 | 1 | 1 | 1 | 5 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 470 | 471 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 471 | 472 | 23 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 3 | 5 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 | 1 | 1 | 2 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3.0 | 5 | 3 | 4 |
| 473 | 474 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 2.0 | 4 | 4 | 2 |
| 474 | 475 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 5 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 5 | 5 | 3 |
| 475 | 476 | 22 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 4 | 5 | 4 | 3 | 1 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 2 | 3 | 7 | 7 | 1 | 1 | 1 | 5 | 7 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 4.0 | 5 | 5 | 4 |
| 476 | 477 | 20 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 2 | 4.0 | 5 | 3 | 2 |
| 482 | 483 | 22 | 1 | 3 | 6 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 4 | 3 | 2 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 4 | 1 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 5 | 4 | 4 |
| 484 | 485 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 1 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 499 | 500 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 3 | 4 | 5 | 2 | 3 | 4 | 5 | 3 | 5 | 4 | 2 | 1 | 2 | 2 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 5 | 3 | 5 | 3 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 2 | 1 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 3 | 4 | 2 | 5 | 1 | 2 | 5 | 3 | 2 | 4.0 | 5 | 1 | 3 |
| 500 | 501 | 21 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 502 | 503 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 503 | 504 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 5 | 4 | 2 | 1 | 4 | 5 | 3 | 5 | 4 | 4 | 5 | 2 | 4 | 3 | 5 | 2 | 1 | 4 | 5 | 4 | 2 | 4 | 1 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 3 | 2 | 3 | 3 | 1 | 4 | 2 | 6 | 3 | 5 | 3 | 4 | 3 | 3 | 5 | 2 | 4 | 1.0 | 5 | 4 | 2 |
| 504 | 505 | 21 | 1 | 3 | 6 | 4 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 3 | 4 | 2 | 1 | 1 | 2 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 507 | 508 | 21 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 509 | 510 | 22 | 1 | 3 | 2 | 4 | 1 | 1 | 4 | 2 | 4 | 4 | 1 | 4 | 3 | 2 | 2 | 1 | 3 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 4 | 5 | 5 | 1 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 5 | 3 | 4.0 | 4 | 4 | 2 |
| 511 | 512 | 21 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 1 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 1 | 4 | 4 | 3 | 5.0 | 5 | 2 | 3 |
# Checking condition
condition = data1['Frequent Communication Type'] >= 3
# Update values in the specified column based on the condition
data1.loc[condition, 'Frequent Communication Type'] = 2 # Replace 'updated_value' with the value you want to set
data1['Frequent Communication Type'].value_counts()
1 355 2 172 Name: Frequent Communication Type, dtype: int64
data1[(data1['Feel safe and secure with mobile']>=3)]
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 249 | 250 | 24 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 3 |
| 275 | 276 | 21 | 0 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 5 | 1 | 5 | 2 | 1 | 1 | 3 | 2 | 5 | 3 | 1 | 2 | 5 | 1 | 5 | 3 | 1 | 1 | 1 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 3 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 5 | 5.0 | 4 | 2 | 2 |
| 480 | 481 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 4 | 3 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 1 | 1 | 5 | 1 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 4.0 | 3 | 3 | 3 |
# Checking condition
condition = data1['Feel safe and secure with mobile'] >= 3
# Update values in the specified column based on the condition
data1.loc[condition, 'Feel safe and secure with mobile'] = 2 # Replace 'updated_value' with the value you want to set
data1['Handset Type(Color/ Black & white)'].value_counts()
1 405 2 115 5 3 4 2 3 2 Name: Handset Type(Color/ Black & white), dtype: int64
data1[(data1['Handset Type(Color/ Black & white)']>=3)]
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 58 | 59 | 22 | 1 | 3 | 2 | 1 | 1 | 4 | 1 | 4 | 4 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 4 | 5 | 5 | 3 | 4 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 3 | 5 | 4 | 5 | 3 | 2 | 4 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 2 | 1 | 5 | 4 | 1 | 2 | 3 | 1 | 4 | 3 | 6 | 7 | 2 | 5 | 3 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 81 | 82 | 25 | 1 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 7 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 3 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 2 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 193 | 194 | 17 | 1 | 1 | 4 | 4 | 2 | 5 | 1 | 1 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 239 | 240 | 22 | 0 | 3 | 6 | 2 | 1 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 245 | 246 | 29 | 1 | 2 | 4 | 2 | 2 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 2 |
| 394 | 395 | 23 | 1 | 3 | 5 | 3 | 1 | 5 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 4 | 5 | 1 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 472 | 473 | 23 | 1 | 3 | 2 | 1 | 1 | 5 | 4 | 2 | 3 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 5 | 6 | 5 | 3 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 7 | 1 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 5.0 | 3 | 4 | 4 |
# Checking condition
condition = data1['Handset Type(Color/ Black & white)'] >= 3
# Update values in the specified column based on the condition
data1.loc[condition, 'Handset Type(Color/ Black & white)'] = 2 # Replace 'updated_value' with the value you want to set
data1['Handset Type(Color/ Black & white)'].value_counts()
1 405 2 122 Name: Handset Type(Color/ Black & white), dtype: int64
grouped_data = data1.groupby('Education')['Education'].count()
print(grouped_data)
Education 1 34 2 139 3 297 4 57 Name: Education, dtype: int64
for column in data1.columns:
print(f"Value counts for {column}:\n{data1[column].value_counts()}\n")
Value counts for Record_ID: 1 1 363 1 361 1 360 1 359 1 358 1 357 1 356 1 355 1 354 1 353 1 352 1 351 1 350 1 349 1 348 1 347 1 346 1 345 1 344 1 343 1 342 1 341 1 340 1 339 1 338 1 337 1 336 1 335 1 334 1 333 1 362 1 364 1 331 1 365 1 394 1 393 1 392 1 391 1 390 1 389 1 388 1 387 1 386 1 385 1 384 1 383 1 382 1 381 1 380 1 379 1 378 1 377 1 376 1 375 1 374 1 373 1 372 1 371 1 370 1 369 1 368 1 367 1 366 1 332 1 330 1 396 1 297 1 295 1 294 1 293 1 292 1 291 1 290 1 289 1 288 1 287 1 286 1 285 1 284 1 283 1 282 1 281 1 280 1 279 1 278 1 277 1 276 1 275 1 274 1 273 1 272 1 271 1 270 1 269 1 268 1 267 1 296 1 298 1 329 1 299 1 328 1 327 1 326 1 325 1 324 1 323 1 322 1 321 1 320 1 319 1 318 1 317 1 316 1 315 1 314 1 313 1 312 1 311 1 310 1 309 1 308 1 307 1 306 1 305 1 304 1 303 1 302 1 301 1 300 1 395 1 397 1 265 1 495 1 493 1 492 1 491 1 490 1 489 1 488 1 487 1 486 1 485 1 484 1 483 1 482 1 481 1 480 1 479 1 478 1 477 1 476 1 475 1 474 1 473 1 472 1 471 1 470 1 469 1 468 1 467 1 466 1 465 1 494 1 496 1 463 1 497 1 526 1 525 1 524 1 523 1 522 1 521 1 520 1 519 1 518 1 517 1 516 1 515 1 514 1 513 1 512 1 511 1 510 1 509 1 508 1 507 1 506 1 505 1 504 1 503 1 502 1 501 1 500 1 499 1 498 1 464 1 462 1 398 1 429 1 427 1 426 1 425 1 424 1 423 1 422 1 421 1 420 1 419 1 418 1 417 1 416 1 415 1 414 1 413 1 412 1 411 1 410 1 409 1 408 1 407 1 406 1 405 1 404 1 403 1 402 1 401 1 400 1 399 1 428 1 430 1 461 1 431 1 460 1 459 1 458 1 457 1 456 1 455 1 454 1 453 1 452 1 451 1 450 1 449 1 448 1 447 1 446 1 445 1 444 1 443 1 442 1 441 1 440 1 439 1 438 1 437 1 436 1 435 1 434 1 433 1 432 1 266 1 264 1 2 1 99 1 97 1 96 1 95 1 94 1 93 1 92 1 91 1 90 1 89 1 88 1 87 1 86 1 85 1 84 1 83 1 82 1 81 1 80 1 79 1 78 1 77 1 76 1 75 1 74 1 73 1 72 1 71 1 70 1 69 1 98 1 100 1 67 1 101 1 130 1 129 1 128 1 127 1 126 1 125 1 124 1 123 1 122 1 121 1 120 1 119 1 118 1 117 1 116 1 115 1 114 1 113 1 112 1 111 1 110 1 109 1 108 1 107 1 106 1 105 1 104 1 103 1 102 1 68 1 66 1 132 1 33 1 31 1 30 1 29 1 28 1 27 1 26 1 25 1 24 1 23 1 22 1 21 1 20 1 19 1 18 1 17 1 16 1 15 1 14 1 13 1 12 1 11 1 10 1 9 1 8 1 7 1 6 1 5 1 4 1 3 1 32 1 34 1 65 1 35 1 64 1 63 1 62 1 61 1 60 1 59 1 58 1 57 1 56 1 55 1 54 1 53 1 52 1 51 1 50 1 49 1 48 1 47 1 46 1 45 1 44 1 43 1 42 1 41 1 40 1 39 1 38 1 37 1 36 1 131 1 133 1 263 1 231 1 229 1 228 1 227 1 226 1 225 1 224 1 223 1 222 1 221 1 220 1 219 1 218 1 217 1 216 1 215 1 214 1 213 1 212 1 211 1 210 1 209 1 208 1 207 1 206 1 205 1 204 1 203 1 202 1 201 1 230 1 232 1 199 1 233 1 262 1 261 1 260 1 259 1 258 1 257 1 256 1 255 1 254 1 253 1 252 1 251 1 250 1 249 1 248 1 247 1 246 1 245 1 244 1 243 1 242 1 241 1 240 1 239 1 238 1 237 1 236 1 235 1 234 1 200 1 198 1 134 1 165 1 163 1 162 1 161 1 160 1 159 1 158 1 157 1 156 1 155 1 154 1 153 1 152 1 151 1 150 1 149 1 148 1 147 1 146 1 145 1 144 1 143 1 142 1 141 1 140 1 139 1 138 1 137 1 136 1 135 1 164 1 166 1 197 1 167 1 196 1 195 1 194 1 193 1 192 1 191 1 190 1 189 1 188 1 187 1 186 1 185 1 184 1 183 1 182 1 181 1 180 1 179 1 178 1 177 1 176 1 175 1 174 1 173 1 172 1 171 1 170 1 169 1 168 1 527 1 Name: Record_ID, dtype: int64 Value counts for Age: 22 100 21 99 23 51 20 49 19 44 24 34 18 33 26 28 25 24 17 19 29 13 27 12 28 10 30 7 16 3 33 1 Name: Age, dtype: int64 Value counts for Gender: 1 379 0 148 Name: Gender, dtype: int64 Value counts for Education: 3 297 2 139 4 57 1 34 Name: Education, dtype: int64 Value counts for Father Occupation: 2 204 4 162 5 63 3 38 1 37 6 23 Name: Father Occupation, dtype: int64 Value counts for Household Income: 2 177 1 171 3 111 4 68 Name: Household Income, dtype: int64 Value counts for Native (Rural/Urban): 1 346 2 181 Name: Native (Rural/Urban), dtype: int64 Value counts for Handset Type(Color/ Black & white): 1 405 2 122 Name: Handset Type(Color/ Black & white), dtype: int64 Value counts for Handset Brand: 1 303 2 67 3 66 4 55 5 36 Name: Handset Brand, dtype: int64 Value counts for Handset Selection Reason: 2 214 3 131 1 109 4 73 Name: Handset Selection Reason, dtype: int64 Value counts for Handset Cost: 2 224 3 144 1 89 4 70 Name: Handset Cost, dtype: int64 Value counts for Handset Age: 3 172 2 104 1 101 4 84 6 33 5 33 Name: Handset Age, dtype: int64 Value counts for Calls Receiving per day: 1 298 2 182 3 36 4 11 Name: Calls Receiving per day, dtype: int64 Value counts for SMS Receiving per day: 1 257 2 178 3 56 4 36 Name: SMS Receiving per day, dtype: int64 Value counts for SMS Sending per day: 1 278 2 131 3 65 4 53 Name: SMS Sending per day, dtype: int64 Value counts for Frequent Communication Type: 1 355 2 172 Name: Frequent Communication Type, dtype: int64 Value counts for Feel safe and secure with mobile: 1 310 2 217 Name: Feel safe and secure with mobile, dtype: int64 Value counts for Monthly Mobile Expenditure: 1 371 2 113 3 25 4 18 Name: Monthly Mobile Expenditure, dtype: int64 Value counts for Current Service Provider: 1 176 2 95 4 90 3 83 5 46 6 35 7 2 Name: Current Service Provider, dtype: int64 Value counts for Current Service Provider Age: 3 175 2 105 1 89 4 75 6 51 5 32 Name: Current Service Provider Age, dtype: int64 Value counts for SP - Influence Rating for Signal: 5 250 4 215 3 46 2 12 1 4 Name: SP - Influence Rating for Signal, dtype: int64 Value counts for SP - Influence Rating for Customer care: 4 257 5 151 3 75 2 37 1 7 Name: SP - Influence Rating for Customer care, dtype: int64 Value counts for SP - Influence Rating for Electronic media: 4 179 3 152 5 82 2 79 1 35 Name: SP - Influence Rating for Electronic media, dtype: int64 Value counts for SP - Influence Rating for Hoardings: 3 159 4 158 2 97 5 70 1 43 Name: SP - Influence Rating for Hoardings, dtype: int64 Value counts for SP - Influence Rating for Friends: 4 230 5 162 3 92 2 35 1 8 Name: SP - Influence Rating for Friends, dtype: int64 Value counts for SP - Influence Rating for Family members: 4 232 5 168 3 81 2 37 1 9 Name: SP - Influence Rating for Family members, dtype: int64 Value counts for SP - Influence Rating for Print media: 3 168 4 142 2 109 5 65 1 43 Name: SP - Influence Rating for Print media, dtype: int64 Value counts for SP - Influence Rating for Call costs: 4 217 5 131 3 111 2 50 1 18 Name: SP - Influence Rating for Call costs, dtype: int64 Value counts for HS - Influence Rating for Brand: 5 268 4 211 3 40 1 6 2 2 Name: HS - Influence Rating for Brand, dtype: int64 Value counts for HS - Influence Rating for Battery back up: 5 228 4 220 3 56 2 20 1 3 Name: HS - Influence Rating for Battery back up, dtype: int64 Value counts for HS - Influence Rating for Keypad: 4 242 5 173 3 93 2 14 1 5 Name: HS - Influence Rating for Keypad, dtype: int64 Value counts for HS - Influence Rating for Display: 4 229 5 207 3 67 2 19 1 5 Name: HS - Influence Rating for Display, dtype: int64 Value counts for HS - Influence Rating for Sound: 4 227 5 197 3 79 2 19 1 5 Name: HS - Influence Rating for Sound, dtype: int64 Value counts for HS - Influence Rating for Size of the screen: 4 237 5 131 3 120 2 25 1 14 Name: HS - Influence Rating for Size of the screen, dtype: int64 Value counts for HS - Influence Rating for Electronic media: 4 166 3 165 2 82 5 80 1 34 Name: HS - Influence Rating for Electronic media, dtype: int64 Value counts for HS - Influence Rating for Print media: 3 175 4 153 2 88 5 70 1 41 Name: HS - Influence Rating for Print media, dtype: int64 Value counts for HS - Influence Rating for Hoardings: 3 172 4 159 2 91 5 62 1 43 Name: HS - Influence Rating for Hoardings, dtype: int64 Value counts for HS - Influence Rating for Friends: 4 241 5 141 3 101 2 31 1 13 Name: HS - Influence Rating for Friends, dtype: int64 Value counts for HS - Influence Rating for Family members: 4 243 5 154 3 88 2 33 1 9 Name: HS - Influence Rating for Family members, dtype: int64 Value counts for HS - Influence Rating for Voice clarity: 4 236 5 169 3 81 2 30 1 11 Name: HS - Influence Rating for Voice clarity, dtype: int64 Value counts for HS - Influence Rating for MP3 facility: 4 139 2 118 5 108 3 97 1 65 Name: HS - Influence Rating for MP3 facility, dtype: int64 Value counts for HS - Influence Rating for Bluetooth: 2 123 4 118 3 110 5 104 1 72 Name: HS - Influence Rating for Bluetooth, dtype: int64 Value counts for HS - Influence Rating for Camera pixels: 4 132 2 122 5 103 3 101 1 69 Name: HS - Influence Rating for Camera pixels, dtype: int64 Value counts for HS - Influence Rating for FM radio: 4 179 5 162 2 75 3 69 1 42 Name: HS - Influence Rating for FM radio, dtype: int64 Value counts for HS - Influence Rating for Games: 4 196 3 126 5 119 2 61 1 25 Name: HS - Influence Rating for Games, dtype: int64 Value counts for HS - Influence Rating for Video: 4 146 2 111 3 102 5 101 1 67 Name: HS - Influence Rating for Video, dtype: int64 Value counts for HS - Influence Rating for Memory size: 4 182 3 114 5 113 2 70 1 48 Name: HS - Influence Rating for Memory size, dtype: int64 Value counts for HS - Influence Rating for Price: 4 241 5 137 3 104 2 32 1 13 Name: HS - Influence Rating for Price, dtype: int64 Value counts for HS - Influence Rating for Stylish: 4 205 5 159 3 103 2 41 1 19 Name: HS - Influence Rating for Stylish, dtype: int64 Value counts for Stylish Handset Brand: 1 231 5 162 3 68 2 42 4 24 Name: Stylish Handset Brand, dtype: int64 Value counts for More Models Handset Brand: 1 288 5 115 3 62 2 38 4 24 Name: More Models Handset Brand, dtype: int64 Value counts for User friendly Handset Brand: 1 372 5 56 3 35 2 35 4 29 Name: User friendly Handset Brand, dtype: int64 Value counts for Reasonable prices Handset Brand: 1 321 2 65 4 56 5 43 3 42 Name: Reasonable prices Handset Brand, dtype: int64 Value counts for Added features Handset Brand: 1 295 5 112 3 46 2 44 4 30 Name: Added features Handset Brand, dtype: int64 Value counts for Customer service Handset Brand: 1 390 4 38 5 37 2 31 3 31 Name: Customer service Handset Brand, dtype: int64 Value counts for Advertisements Handset Brand: 1 321 3 65 5 60 2 50 4 31 Name: Advertisements Handset Brand, dtype: int64 Value counts for Sales promotions Handset Brand: 1 363 2 43 3 41 5 41 4 39 Name: Sales promotions Handset Brand, dtype: int64 Value counts for Available service centers Handset Brand: 1 404 5 34 3 34 2 29 4 26 Name: Available service centers Handset Brand, dtype: int64 Value counts for Durability Handset Brand: 1 376 5 49 3 41 2 39 4 22 Name: Durability Handset Brand, dtype: int64 Value counts for Overall, I like the Handset Brand: 1 341 5 97 3 42 4 24 2 23 Name: Overall, I like the Handset Brand, dtype: int64 Value counts for User friendly Service Provider: 1 207 5 79 3 76 4 68 2 54 6 34 7 9 Name: User friendly Service Provider, dtype: int64 Value counts for Added features Service Provider: 1 194 5 94 3 88 4 62 2 46 6 29 7 14 Name: Added features Service Provider, dtype: int64 Value counts for Customer service Service Provider: 1 218 4 78 3 76 5 71 2 40 6 37 7 7 Name: Customer service Service Provider, dtype: int64 Value counts for Advertisements Service Provider: 1 210 4 91 5 85 3 71 6 32 2 31 7 7 Name: Advertisements Service Provider, dtype: int64 Value counts for Sales promotions Service Provider: 1 202 3 94 5 76 4 64 6 42 2 42 7 7 Name: Sales promotions Service Provider, dtype: int64 Value counts for Available service centers Service Provider: 1 236 3 78 5 72 6 51 4 49 2 33 7 8 Name: Available service centers Service Provider, dtype: int64 Value counts for Overall, I like Service Provider: 1 205 3 84 4 74 5 70 6 45 2 35 7 14 Name: Overall, I like Service Provider, dtype: int64 Value counts for All my friends use: 4 148 2 124 3 121 5 95 1 39 Name: All my friends use, dtype: int64 Value counts for Old fashioned: 2 178 3 138 4 122 1 54 5 35 Name: Old fashioned, dtype: int64 Value counts for Prestige: 2 214 3 122 1 81 4 71 5 39 Name: Prestige, dtype: int64 Value counts for Secure: 5 283 4 182 3 48 1 7 2 7 Name: Secure, dtype: int64 Value counts for Show-off: 2 171 3 125 4 86 5 73 1 72 Name: Show-off, dtype: int64 Value counts for Life style: 4 142 2 134 3 120 5 82 1 49 Name: Life style, dtype: int64 Value counts for Communication: 5 304 4 169 3 39 2 8 1 7 Name: Communication, dtype: int64 Value counts for Facilities: 4 203 5 188 3 85 2 37 1 14 Name: Facilities, dtype: int64 Value counts for Life easier: 4 194 5 122 3 122 2 66 1 23 Name: Life easier, dtype: int64 Value counts for Call Friends and Family: 5.0 260 4.0 187 3.0 56 2.0 16 1.0 7 Name: Call Friends and Family, dtype: int64 Value counts for Mostly use SMS: 4 161 5 161 3 120 2 62 1 23 Name: Mostly use SMS, dtype: int64 Value counts for Music or Videos: 4 154 5 118 3 111 2 100 1 44 Name: Music or Videos, dtype: int64 Value counts for Games: 3 152 4 123 2 112 5 88 1 52 Name: Games, dtype: int64
# Mapping dictionary for reverse coding
#Educational Qualification - 1) Intermediate/equivalent 2)U.G. 3)P.G. 4)Research scholars
Gender_Code = {
1: 'Male',
0: 'Female'
}
Edu_Code = {
1: '1-Intermediate/equivalent',
2: '2-U.G.',
3: '3-P.G.',
4: '4-Research scholars'
}
#Father occupation - 1) Coolie 2)Farmer 3)Self- Employed 4)Employee 5)Business 6)Others
Parent_Occu_Code = {
1: '1-Coolie',
2: '2-Farmer',
3: '3-Self-Employed',
4: '4-Employee',
5: '5-Business',
6: '6-Others'
}
#Household income per month - 1)<Rs.5000 2)Rs.5000-10000 3)Rs.10000-15000 4)>15000
Household_Income_Code = {
1: '1-<Rs.5000',
2: '2-Rs.5000-10000',
3: '3-Rs.10000-15000',
4: '4->15000'
}
#Native (Rural/Urban) Where are you from?(Rural/Urban)
Nativity_Code = {
1: 'Rural',
2: 'Urban'
}
#Which brand of handset are you using currently? - 1)Nokia 2)L.G. 3)Samsung 4)Sony Ericsson 5)Motorola
Handset_Brand_Code = {
1: 'Nokia',
2: 'L.G.',
3: 'Samsung',
4: 'Sony Ericsson',
5: 'Motorola'
}
#What made you to select this handset? - 1)Brand reputation 2)Satisfactory features 3)Servicing facilities 4)Price
Handset_Selection_Code = {
1: 'Brand reputation',
2: 'Satisfactory features',
3: 'Servicing facilities',
4: 'Price'
}
#How much price does your handset costs ? - 1)<Rs.1500 2)Rs.1500-2500 3)Rs.2500-5000 4)>Rs.5000
Handset_Cost_Code = {
1: '1-<Rs.1500',
2: '2-Rs.1500-2500',
3: '3-Rs.2500-5000',
4: '4->Rs.5000'
}
#Since how long you have been using this handset? -
# 1)0-6 months 2)6-12 months 3)1-2 years 4)2-3 years 5)3-4 years 6)>4 years
Handset_Age_Code = {
1: '1: 0-6 months',
2: '2: 6-12 months',
3: '3: 1-2 years',
4: '4: 2-3 years',
5: '5: 3-4 years',
6: '6: >4 years'
}
#Calls Receiving per day How many calls you receive per a day? - 1)<10 2)10-25 3)25-50 4)>50
Calls_Rec_Code = {
1: '1: <10',
2: '2: 10-25',
3: '3: 25-50',
4: '4: >50'
}
#SMS Receiving per day How many SMS you receive per a day? - 1)<10 2)10-25 3)25-50 4)>50
SMS_Rec_Code = {
1: '1: <10',
2: '2: 10-25',
3: '3: 25-50',
4: '4: >50'
}
#SMS Sending per day How many SMS you send per a day? - 1)<10 2)10-25 3)25-50 4)>50
SMS_Send_Code = {
1: '1: <10',
2: '2: 10-25',
3: '3: 25-50',
4: '4: >50'
}
#Monthly Mobile Expenditure - How much you are spending towards mobile per month? -
# 1)<Rs.300 2)Rs.300-500 3)Rs.500-1000 4)>Rs.1000
Mobile_Expend_Code = {
1: '1-<Rs.300',
2: '2-Rs.300-500',
3: '3-Rs.500-1000',
4: '4->Rs.1000'
}
#Current Service Provider - Which service provider do you use currently? -
# 1)Airtel 2)BSNL 3)Idea 4)Vodafone 5)Reliance 6)Tata 7)Virgin
Service_Provider_Code = {
1: 'Airtel',
2: 'BSNL',
3: 'Idea',
4: 'Vodafone',
5: 'Reliance',
6: 'Tata',
7: 'Virgin'
}
#Current Service Provider Age How long you have been using this service provider? -
# 1)0-6 months 2)6-12 months 3)1-2 years 4)2-3 years 5)3-4 years 6)>4 years
Service_Provider_Age_Code = {
1: '1: 0-6 months',
2: '2: 6-12 months',
3: '3: 1-2 years',
4: '4: 2-3 years',
5: '5: 3-4 years',
6: '6: >4 years'
}
type(Edu_Code)
dict
Edu_Code
{1: '1-Intermediate/equivalent',
2: '2-U.G.',
3: '3-P.G.',
4: '4-Research scholars'}
data1['Education'].map(Edu_Code)
0 2-U.G. 1 3-P.G. 2 3-P.G. 3 3-P.G. 4 3-P.G. 5 3-P.G. 6 3-P.G. 7 3-P.G. 8 3-P.G. 9 2-U.G. 10 3-P.G. 11 2-U.G. 12 3-P.G. 13 3-P.G. 14 3-P.G. 15 3-P.G. 16 3-P.G. 17 3-P.G. 18 3-P.G. 19 3-P.G. 20 3-P.G. 21 3-P.G. 22 2-U.G. 23 3-P.G. 24 3-P.G. 25 3-P.G. 26 2-U.G. 27 3-P.G. 28 2-U.G. 29 3-P.G. 30 3-P.G. 31 3-P.G. 32 3-P.G. 33 3-P.G. 34 3-P.G. 35 3-P.G. 36 3-P.G. 37 4-Research scholars 38 3-P.G. 39 3-P.G. 40 3-P.G. 41 3-P.G. 42 3-P.G. 43 2-U.G. 44 3-P.G. 45 3-P.G. 46 3-P.G. 47 1-Intermediate/equivalent 48 3-P.G. 49 3-P.G. 50 3-P.G. 51 3-P.G. 52 3-P.G. 53 3-P.G. 54 3-P.G. 55 3-P.G. 56 3-P.G. 57 4-Research scholars 58 3-P.G. 59 3-P.G. 60 3-P.G. 61 3-P.G. 62 2-U.G. 63 3-P.G. 64 2-U.G. 65 3-P.G. 66 3-P.G. 67 3-P.G. 68 3-P.G. 69 3-P.G. 70 3-P.G. 71 2-U.G. 72 3-P.G. 73 3-P.G. 74 3-P.G. 75 3-P.G. 76 3-P.G. 77 3-P.G. 78 3-P.G. 79 3-P.G. 80 3-P.G. 81 3-P.G. 82 3-P.G. 83 3-P.G. 84 3-P.G. 85 3-P.G. 86 2-U.G. 87 3-P.G. 88 4-Research scholars 89 4-Research scholars 90 3-P.G. 91 4-Research scholars 92 3-P.G. 93 4-Research scholars 94 4-Research scholars 95 4-Research scholars 96 4-Research scholars 97 4-Research scholars 98 3-P.G. 99 4-Research scholars 100 4-Research scholars 101 4-Research scholars 102 4-Research scholars 103 4-Research scholars 104 4-Research scholars 105 4-Research scholars 106 4-Research scholars 107 4-Research scholars 108 4-Research scholars 109 4-Research scholars 110 4-Research scholars 111 4-Research scholars 112 3-P.G. 113 4-Research scholars 114 4-Research scholars 115 4-Research scholars 116 4-Research scholars 117 4-Research scholars 118 3-P.G. 119 4-Research scholars 120 4-Research scholars 121 4-Research scholars 122 4-Research scholars 123 4-Research scholars 124 4-Research scholars 125 4-Research scholars 126 4-Research scholars 127 4-Research scholars 128 4-Research scholars 129 4-Research scholars 130 4-Research scholars 131 4-Research scholars 132 4-Research scholars 133 4-Research scholars 134 4-Research scholars 135 3-P.G. 136 4-Research scholars 137 4-Research scholars 138 4-Research scholars 139 4-Research scholars 140 4-Research scholars 141 4-Research scholars 142 4-Research scholars 143 3-P.G. 144 3-P.G. 145 3-P.G. 146 2-U.G. 147 3-P.G. 148 3-P.G. 149 3-P.G. 150 3-P.G. 151 3-P.G. 152 3-P.G. 153 3-P.G. 154 3-P.G. 155 3-P.G. 156 3-P.G. 157 3-P.G. 158 3-P.G. 159 3-P.G. 160 3-P.G. 161 3-P.G. 162 3-P.G. 163 3-P.G. 164 1-Intermediate/equivalent 165 3-P.G. 166 3-P.G. 167 3-P.G. 168 3-P.G. 169 3-P.G. 170 3-P.G. 171 3-P.G. 172 3-P.G. 173 3-P.G. 174 3-P.G. 175 3-P.G. 176 3-P.G. 177 3-P.G. 178 3-P.G. 179 3-P.G. 180 3-P.G. 181 3-P.G. 182 3-P.G. 183 3-P.G. 184 3-P.G. 185 3-P.G. 186 3-P.G. 187 3-P.G. 188 1-Intermediate/equivalent 189 1-Intermediate/equivalent 190 1-Intermediate/equivalent 191 1-Intermediate/equivalent 192 1-Intermediate/equivalent 193 1-Intermediate/equivalent 194 1-Intermediate/equivalent 195 1-Intermediate/equivalent 196 1-Intermediate/equivalent 197 1-Intermediate/equivalent 198 1-Intermediate/equivalent 199 1-Intermediate/equivalent 200 2-U.G. 201 2-U.G. 202 2-U.G. 203 2-U.G. 204 2-U.G. 205 1-Intermediate/equivalent 206 3-P.G. 207 2-U.G. 208 1-Intermediate/equivalent 209 1-Intermediate/equivalent 210 2-U.G. 211 2-U.G. 212 2-U.G. 213 2-U.G. 214 2-U.G. 215 2-U.G. 216 2-U.G. 217 2-U.G. 218 2-U.G. 219 3-P.G. 220 2-U.G. 221 2-U.G. 222 2-U.G. 223 2-U.G. 224 2-U.G. 225 2-U.G. 226 2-U.G. 227 2-U.G. 228 2-U.G. 229 2-U.G. 230 2-U.G. 231 2-U.G. 232 2-U.G. 233 2-U.G. 234 2-U.G. 235 2-U.G. 236 2-U.G. 237 2-U.G. 238 2-U.G. 239 3-P.G. 240 1-Intermediate/equivalent 241 2-U.G. 242 2-U.G. 243 3-P.G. 244 3-P.G. 245 2-U.G. 246 3-P.G. 247 3-P.G. 248 3-P.G. 249 2-U.G. 250 3-P.G. 251 2-U.G. 252 3-P.G. 253 2-U.G. 254 2-U.G. 255 2-U.G. 256 2-U.G. 257 2-U.G. 258 2-U.G. 259 3-P.G. 260 3-P.G. 261 3-P.G. 262 1-Intermediate/equivalent 263 3-P.G. 264 3-P.G. 265 3-P.G. 266 3-P.G. 267 3-P.G. 268 3-P.G. 269 3-P.G. 270 3-P.G. 271 3-P.G. 272 3-P.G. 273 3-P.G. 274 3-P.G. 275 4-Research scholars 276 3-P.G. 277 3-P.G. 278 2-U.G. 279 2-U.G. 280 2-U.G. 281 2-U.G. 282 2-U.G. 283 2-U.G. 284 2-U.G. 285 2-U.G. 286 2-U.G. 287 2-U.G. 288 2-U.G. 289 2-U.G. 290 2-U.G. 291 2-U.G. 292 2-U.G. 293 2-U.G. 294 2-U.G. 295 2-U.G. 296 2-U.G. 297 2-U.G. 298 2-U.G. 299 2-U.G. 300 2-U.G. 301 2-U.G. 302 2-U.G. 303 2-U.G. 304 2-U.G. 305 2-U.G. 306 1-Intermediate/equivalent 307 2-U.G. 308 2-U.G. 309 2-U.G. 310 2-U.G. 311 2-U.G. 312 2-U.G. 313 2-U.G. 314 2-U.G. 315 2-U.G. 316 2-U.G. 317 3-P.G. 318 3-P.G. 319 3-P.G. 320 3-P.G. 321 3-P.G. 322 3-P.G. 323 3-P.G. 324 2-U.G. 325 3-P.G. 326 1-Intermediate/equivalent 327 3-P.G. 328 3-P.G. 329 1-Intermediate/equivalent 330 2-U.G. 331 1-Intermediate/equivalent 332 1-Intermediate/equivalent 333 1-Intermediate/equivalent 334 2-U.G. 335 2-U.G. 336 1-Intermediate/equivalent 337 2-U.G. 338 2-U.G. 339 1-Intermediate/equivalent 340 2-U.G. 341 2-U.G. 342 2-U.G. 343 2-U.G. 344 2-U.G. 345 2-U.G. 346 2-U.G. 347 2-U.G. 348 2-U.G. 349 2-U.G. 350 4-Research scholars 351 4-Research scholars 352 3-P.G. 353 3-P.G. 354 3-P.G. 355 3-P.G. 356 3-P.G. 357 3-P.G. 358 3-P.G. 359 3-P.G. 360 3-P.G. 361 3-P.G. 362 2-U.G. 363 3-P.G. 364 3-P.G. 365 3-P.G. 366 2-U.G. 367 2-U.G. 368 2-U.G. 369 2-U.G. 370 2-U.G. 371 2-U.G. 372 2-U.G. 373 2-U.G. 374 2-U.G. 375 2-U.G. 376 2-U.G. 377 2-U.G. 378 2-U.G. 379 2-U.G. 380 2-U.G. 381 2-U.G. 382 2-U.G. 383 2-U.G. 384 2-U.G. 385 2-U.G. 386 2-U.G. 387 1-Intermediate/equivalent 388 3-P.G. 389 3-P.G. 390 3-P.G. 391 3-P.G. 392 3-P.G. 393 3-P.G. 394 3-P.G. 395 3-P.G. 396 3-P.G. 397 3-P.G. 398 3-P.G. 399 3-P.G. 400 1-Intermediate/equivalent 401 3-P.G. 402 3-P.G. 403 2-U.G. 404 1-Intermediate/equivalent 405 1-Intermediate/equivalent 406 1-Intermediate/equivalent 407 3-P.G. 408 2-U.G. 409 2-U.G. 410 3-P.G. 411 4-Research scholars 412 3-P.G. 413 3-P.G. 414 3-P.G. 415 3-P.G. 416 3-P.G. 417 3-P.G. 418 3-P.G. 419 3-P.G. 420 3-P.G. 421 3-P.G. 422 3-P.G. 423 3-P.G. 424 3-P.G. 425 3-P.G. 426 3-P.G. 427 3-P.G. 428 3-P.G. 429 3-P.G. 430 3-P.G. 431 3-P.G. 432 3-P.G. 433 3-P.G. 434 3-P.G. 435 3-P.G. 436 3-P.G. 437 3-P.G. 438 3-P.G. 439 3-P.G. 440 3-P.G. 441 3-P.G. 442 3-P.G. 443 3-P.G. 444 3-P.G. 445 3-P.G. 446 3-P.G. 447 3-P.G. 448 3-P.G. 449 3-P.G. 450 1-Intermediate/equivalent 451 3-P.G. 452 3-P.G. 453 3-P.G. 454 3-P.G. 455 3-P.G. 456 3-P.G. 457 3-P.G. 458 3-P.G. 459 3-P.G. 460 3-P.G. 461 3-P.G. 462 3-P.G. 463 3-P.G. 464 3-P.G. 465 3-P.G. 466 3-P.G. 467 3-P.G. 468 3-P.G. 469 3-P.G. 470 3-P.G. 471 3-P.G. 472 3-P.G. 473 3-P.G. 474 3-P.G. 475 3-P.G. 476 3-P.G. 477 3-P.G. 478 3-P.G. 479 3-P.G. 480 3-P.G. 481 3-P.G. 482 3-P.G. 483 3-P.G. 484 3-P.G. 485 3-P.G. 486 3-P.G. 487 1-Intermediate/equivalent 488 3-P.G. 489 3-P.G. 490 3-P.G. 491 3-P.G. 492 3-P.G. 493 3-P.G. 494 3-P.G. 495 3-P.G. 496 3-P.G. 497 3-P.G. 498 3-P.G. 499 3-P.G. 500 3-P.G. 501 3-P.G. 502 3-P.G. 503 3-P.G. 504 3-P.G. 505 3-P.G. 506 3-P.G. 507 3-P.G. 508 3-P.G. 509 3-P.G. 510 3-P.G. 511 3-P.G. 512 3-P.G. 513 3-P.G. 514 3-P.G. 515 4-Research scholars 516 4-Research scholars 517 2-U.G. 518 3-P.G. 519 3-P.G. 520 2-U.G. 521 3-P.G. 522 2-U.G. 523 3-P.G. 524 3-P.G. 525 3-P.G. 526 3-P.G. Name: Education, dtype: object
data1['Education'].map(Edu_Code).value_counts()
3-P.G. 297 2-U.G. 139 4-Research scholars 57 1-Intermediate/equivalent 34 Name: Education, dtype: int64
#Creating a new dataframe to reverse code some features
data2 = data1.copy() # Create a copy of the original DataFrame
data2
| Feature | Record_ID | Age | Gender | Education | Father Occupation | Household Income | Native (Rural/Urban) | Handset Type(Color/ Black & white) | Handset Brand | Handset Selection Reason | Handset Cost | Handset Age | Calls Receiving per day | SMS Receiving per day | SMS Sending per day | Frequent Communication Type | Feel safe and secure with mobile | Monthly Mobile Expenditure | Current Service Provider | Current Service Provider Age | SP - Influence Rating for Signal | SP - Influence Rating for Customer care | SP - Influence Rating for Electronic media | SP - Influence Rating for Hoardings | SP - Influence Rating for Friends | SP - Influence Rating for Family members | SP - Influence Rating for Print media | SP - Influence Rating for Call costs | HS - Influence Rating for Brand | HS - Influence Rating for Battery back up | HS - Influence Rating for Keypad | HS - Influence Rating for Display | HS - Influence Rating for Sound | HS - Influence Rating for Size of the screen | HS - Influence Rating for Electronic media | HS - Influence Rating for Print media | HS - Influence Rating for Hoardings | HS - Influence Rating for Friends | HS - Influence Rating for Family members | HS - Influence Rating for Voice clarity | HS - Influence Rating for MP3 facility | HS - Influence Rating for Bluetooth | HS - Influence Rating for Camera pixels | HS - Influence Rating for FM radio | HS - Influence Rating for Games | HS - Influence Rating for Video | HS - Influence Rating for Memory size | HS - Influence Rating for Price | HS - Influence Rating for Stylish | Stylish Handset Brand | More Models Handset Brand | User friendly Handset Brand | Reasonable prices Handset Brand | Added features Handset Brand | Customer service Handset Brand | Advertisements Handset Brand | Sales promotions Handset Brand | Available service centers Handset Brand | Durability Handset Brand | Overall, I like the Handset Brand | User friendly Service Provider | Added features Service Provider | Customer service Service Provider | Advertisements Service Provider | Sales promotions Service Provider | Available service centers Service Provider | Overall, I like Service Provider | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 21 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 3 | 2 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 5 | 4 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 2 | 3 | 2 |
| 1 | 2 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | 2 | 4 | 5 | 3 | 5 | 1 | 4 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 7 | 5 | 1 | 1 | 1 | 3 | 5 | 1 | 3 | 5 | 2 | 5 | 5 | 3 | 4 | 5.0 | 3 | 2 | 3 |
| 2 | 3 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 3 | 4 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 4 | 5 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 5 | 6 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 4 | 4 | 4 | 1 | 3 | 4 | 1 | 5 | 5 | 7 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 2 | 2 | 4 | 5 | 4 | 4.0 | 5 | 5 | 3 |
| 6 | 7 | 24 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 6 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 6 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 1 | 4 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 7 | 7 | 6 | 7 | 1 | 1 | 7 | 1 | 4 | 4 | 5 | 1 | 1 | 5 | 5 | 1 | 1.0 | 1 | 1 | 1 |
| 7 | 8 | 21 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 3 | 4 | 4 |
| 8 | 9 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4.0 | 3 | 4 | 4 |
| 9 | 10 | 22 | 1 | 2 | 4 | 3 | 1 | 1 | 4 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 4 | 2 |
| 10 | 11 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 3 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 3 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 6 | 1 | 1 | 3 | 3 | 2 | 4 | 3 | 3 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 11 | 12 | 21 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 12 | 13 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 3 | 1 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 2 | 4 | 4 |
| 13 | 14 | 22 | 1 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 6 | 5 | 5 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 1 |
| 14 | 15 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 1 | 1 | 5 | 5 | 6 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 4 | 5 | 3 |
| 15 | 16 | 21 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 4 | 3 | 2 | 4 | 5 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 2 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 3 | 5.0 | 5 | 2 | 3 |
| 16 | 17 | 21 | 0 | 3 | 4 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 1 | 1 | 3 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 2 | 3 | 2 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 17 | 18 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 3 | 1 | 1 | 3 | 3 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 3.0 | 3 | 3 | 2 |
| 18 | 19 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 2 | 2 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 3 | 3 | 4 | 4 | 3 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 2 | 3 | 5 | 4 | 6 | 6 | 1 | 5 | 5 | 6 | 2 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 3.0 | 3 | 2 | 2 |
| 19 | 20 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 2 | 2 | 3 | 4 | 4 | 2 | 1 | 2 | 3 | 2 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 3 | 2 | 2 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 2 | 3 | 1 | 1 | 3 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 3.0 | 3 | 2 | 3 |
| 20 | 21 | 24 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 3 | 5 | 3 | 5 | 3 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 3 | 5 | 3.0 | 1 | 1 | 1 |
| 21 | 22 | 22 | 0 | 3 | 4 | 2 | 2 | 1 | 3 | 4 | 3 | 2 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 3 | 3 | 3 | 4 | 5 | 2 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 3 | 2 | 4 | 5 | 3 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 5 | 5 | 5 | 2 | 5 | 5 | 2 | 3 | 2 | 2.0 | 5 | 3 | 2 |
| 22 | 23 | 28 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 23 | 24 | 22 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 4 | 4.0 | 5 | 4 | 4 |
| 24 | 25 | 23 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 3 | 2 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 3 | 5 | 3 | 3 | 3.0 | 5 | 3 | 2 |
| 25 | 26 | 24 | 1 | 3 | 4 | 3 | 1 | 1 | 4 | 2 | 3 | 5 | 2 | 2 | 3 | 1 | 1 | 3 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 5 | 2 | 1 | 1 | 3 | 1 | 2 | 2 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 26 | 27 | 24 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 2 | 5 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 5 | 3 | 5 | 5 | 4 | 5 | 5.0 | 4 | 4 | 4 |
| 27 | 28 | 24 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 5 | 3 | 5 | 5 | 4 | 5 | 4.0 | 4 | 3 | 3 |
| 28 | 29 | 24 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 3 |
| 29 | 30 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 2 | 5 | 5 | 2 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 2 | 5 | 3 | 5 | 5.0 | 2 | 1 | 1 |
| 30 | 31 | 22 | 1 | 3 | 5 | 2 | 2 | 2 | 5 | 2 | 4 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 3 | 2 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 4 |
| 31 | 32 | 22 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 4 | 4.0 | 3 | 3 | 2 |
| 32 | 33 | 22 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 4 | 3 | 3 | 5 | 2 | 3 | 5 | 3 | 4 | 5.0 | 3 | 4 | 1 |
| 33 | 34 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 5 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 34 | 35 | 24 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 35 | 36 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 4 | 3 | 5 | 1 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 4 | 3.0 | 5 | 4 | 3 |
| 36 | 37 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 1 | 1 | 4 | 1 | 2 | 4 | 1 | 2 | 3 | 3 | 2 | 4 | 3 | 4 | 2 | 3 | 1 | 4 | 2 | 3 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 4 | 2 | 5 | 2 | 4 | 5 | 3 | 3 | 4 | 2 | 3 | 2 | 5 | 2 | 3 | 2 | 2 | 2 | 1 | 3 | 3 | 4 | 3 | 6 | 4 | 4 | 3 | 4 | 2 | 3 | 4 | 3 | 5 | 3 | 5.0 | 2 | 4 | 2 |
| 37 | 38 | 21 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 7 | 3 | 4 | 6 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 3 | 4.0 | 5 | 4 | 5 |
| 38 | 39 | 24 | 1 | 3 | 2 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | 7 | 7 | 4 | 4 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2.0 | 3 | 4 | 5 |
| 39 | 40 | 25 | 1 | 3 | 4 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 40 | 41 | 24 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 1 | 1 | 4 | 7 | 3 | 1 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 2 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 4 | 4 | 4.0 | 2 | 4 | 2 |
| 41 | 42 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 4 | 1 | 3 | 3 | 3 | 3 | 1 | 3 | 5 | 3 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 4 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 42 | 43 | 25 | 1 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 2 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 2 | 3 | 2 | 3 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 5 | 3 | 2.0 | 3 | 2 | 1 |
| 43 | 44 | 28 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 5 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 2 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 44 | 45 | 22 | 1 | 3 | 6 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 3 | 1 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 1 | 3 | 5 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 2 | 3 | 3 |
| 45 | 46 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 3 | 3 | 4 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 46 | 47 | 24 | 1 | 3 | 2 | 2 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 6 | 5 | 4 | 3 | 4 | 4 | 3 | 2 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 1 | 3 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 4 | 2 | 5 | 2 | 1 | 3.0 | 5 | 2 | 4 |
| 47 | 48 | 17 | 0 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4.0 | 5 | 4 | 5 |
| 48 | 49 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 49 | 50 | 21 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 4 |
| 50 | 51 | 21 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 5 | 2 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 2 | 3.0 | 3 | 4 | 4 |
| 51 | 52 | 23 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 1 | 1 | 3 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 52 | 53 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 3.0 | 5 | 5 | 4 |
| 53 | 54 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5.0 | 5 | 5 | 3 |
| 54 | 55 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 5 | 5 | 4 | 3 | 2 | 3 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 1 | 2 | 3 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 2 | 2 | 3 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 4 | 5.0 | 4 | 5 | 5 |
| 55 | 56 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 2 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4.0 | 5 | 4 | 5 |
| 56 | 57 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 2 | 3 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 3 | 5 | 4 | 3 | 1 | 6 | 7 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 57 | 58 | 29 | 1 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 4 | 6 | 3 | 5 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 5 | 3 | 2 | 3 | 5 | 1 | 5 | 4.0 | 5 | 3 | 5 |
| 58 | 59 | 22 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 2 | 2 | 2 | 3 | 2 | 1 | 2 | 1 | 4 | 5 | 5 | 3 | 4 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 3 | 5 | 4 | 5 | 3 | 2 | 4 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 2 | 1 | 5 | 4 | 1 | 2 | 3 | 1 | 4 | 3 | 6 | 7 | 2 | 5 | 3 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 59 | 60 | 22 | 1 | 3 | 1 | 4 | 1 | 1 | 5 | 2 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 1 | 2 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 2 | 1 | 4 | 3 | 3 | 2 | 1 | 3 | 1 | 1 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 1 | 3 | 4 | 1 | 3 | 5 | 2 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 60 | 61 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4.0 | 2 | 2 | 2 |
| 61 | 62 | 23 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 3 | 3 | 3 |
| 62 | 63 | 20 | 1 | 2 | 4 | 4 | 2 | 1 | 5 | 2 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 2 | 5 | 1.0 | 5 | 5 | 3 |
| 63 | 64 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 3 | 5 | 2.0 | 5 | 1 | 3 |
| 64 | 65 | 23 | 0 | 2 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 3 | 5.0 | 3 | 5 | 2 |
| 65 | 66 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 4 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 4.0 | 2 | 2 | 4 |
| 66 | 67 | 22 | 1 | 3 | 5 | 3 | 1 | 2 | 4 | 4 | 2 | 1 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 5 | 3 | 2 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 4.0 | 5 | 5 | 3 |
| 67 | 68 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 3 | 5 | 1 | 4 | 4 | 3 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 68 | 69 | 22 | 1 | 3 | 2 | 3 | 2 | 2 | 1 | 4 | 3 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 69 | 70 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 70 | 71 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4.0 | 2 | 1 | 2 |
| 71 | 72 | 23 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 3 | 1 | 2 | 2 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 4 | 5.0 | 4 | 3 | 2 |
| 72 | 73 | 24 | 1 | 3 | 3 | 1 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 5 | 6 | 5 | 3 | 4 | 4 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 6 | 6 | 1 | 6 | 6 | 6 | 6 | 2 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 5 |
| 73 | 74 | 22 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 3 | 5 |
| 74 | 75 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 75 | 76 | 22 | 1 | 3 | 4 | 2 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 6 | 7 | 4 | 3 | 5 | 1 | 3 | 2 | 2 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 5.0 | 4 | 4 | 3 |
| 76 | 77 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5.0 | 5 | 2 | 2 |
| 77 | 78 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 4 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 1 | 5 | 1 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 78 | 79 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 5 | 1 | 1 | 5 | 2 | 2 | 1 | 4 | 6 | 1 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 79 | 80 | 24 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 6 | 1 | 3 | 3 | 2 | 3 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 1 | 5 | 5 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 6 | 3 | 3 | 6 | 6 | 2 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 80 | 81 | 22 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 3 | 3 | 3 | 1 | 1 | 2 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 3 | 1 | 1 | 4 | 2 | 1 | 3 | 2 | 1 | 3 | 2 | 1 | 5 | 3 | 4 | 2 | 3 | 1 | 6 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 5 | 4 | 4.0 | 5 | 3 | 5 |
| 81 | 82 | 25 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 7 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 3 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 2 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 82 | 83 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 4 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 5 | 4 | 2 | 3 | 5 | 3 | 2 | 1 | 5 | 3 | 4 | 1 | 3 | 2 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 2 | 3 | 2 | 3 | 1 | 2 | 1 | 5 | 6 | 3 | 5 | 4 | 5 | 6 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 3 | 1 | 1.0 | 1 | 3 | 5 |
| 83 | 84 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 5 | 1 | 1 | 5 | 4 | 1 | 5.0 | 4 | 1 | 2 |
| 84 | 85 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 1 | 3 | 3 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 2 | 2.0 | 5 | 2 | 1 |
| 85 | 86 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 86 | 87 | 23 | 1 | 2 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 87 | 88 | 22 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 5 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 2 | 6 | 6 | 6 | 5 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 3 | 4.0 | 4 | 2 | 1 |
| 88 | 89 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 89 | 90 | 26 | 1 | 4 | 3 | 4 | 1 | 1 | 3 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 90 | 91 | 22 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 3 | 2 | 4 | 3 | 2 | 3 | 3 | 6 | 1 | 1 | 1 | 6 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 5 | 3 | 2 | 4 | 2.0 | 4 | 3 | 4 |
| 91 | 92 | 30 | 1 | 4 | 2 | 3 | 2 | 1 | 5 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 6 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 4 | 5 | 2 | 3 | 1 | 2 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 5 | 4.0 | 5 | 4 | 4 |
| 92 | 93 | 22 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 1 | 3 | 2 | 1 | 4 | 4 | 6 | 1 | 1 | 2 | 2 | 6 | 4 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 3 | 3.0 | 4 | 4 | 4 |
| 93 | 94 | 23 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 2 | 5 | 4 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 1 | 1 | 5 | 2 | 2 | 5.0 | 1 | 2 | 1 |
| 94 | 95 | 25 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 6 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 2 | 5 | 2 | 2 | 3.0 | 1 | 5 | 3 |
| 95 | 96 | 29 | 1 | 4 | 4 | 3 | 1 | 2 | 1 | 1 | 2 | 5 | 2 | 2 | 2 | 1 | 1 | 3 | 4 | 3 | 5 | 4 | 2 | 2 | 4 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 96 | 97 | 30 | 1 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 97 | 98 | 21 | 1 | 4 | 6 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 98 | 99 | 29 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 5 | 4 | 3 | 4 | 1 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 2 | 4 | 5 | 3 | 4 | 3 | 3 | 1 | 1 | 2 | 2 | 4 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 3 | 6 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 3 | 4 | 3 | 1 | 4 | 5.0 | 2 | 3 | 5 |
| 99 | 100 | 27 | 1 | 4 | 6 | 1 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 2 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 3 | 2 |
| 100 | 101 | 29 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 4 | 6 | 3 | 3 | 1 | 2 | 1 | 4 | 2 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 101 | 102 | 26 | 1 | 4 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 3 | 1 | 3 | 1 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 102 | 103 | 25 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 1 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 103 | 104 | 30 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 2 | 5 | 5 | 3 | 5 | 3 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 2 | 2 | 2 |
| 104 | 105 | 28 | 1 | 4 | 6 | 2 | 1 | 1 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 2 | 2 | 5.0 | 2 | 2 | 2 |
| 105 | 106 | 30 | 1 | 4 | 6 | 4 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 4 | 1 | 1 | 1 | 3 | 5 | 1 | 5 | 5 | 4 | 3 | 3 | 4 | 4 | 5 | 1 | 1 | 5 | 1 | 5 | 5.0 | 1 | 1 | 1 |
| 106 | 107 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3.0 | 4 | 4 | 4 |
| 107 | 108 | 26 | 1 | 4 | 2 | 1 | 2 | 2 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 3 | 1 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 3 | 4 | 4.0 | 2 | 3 | 2 |
| 108 | 109 | 26 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 6 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 2 | 3 | 1 | 2 | 5 | 4 | 3 | 4.0 | 3 | 3 | 2 |
| 109 | 110 | 28 | 0 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 4 | 5 | 3 | 4 | 4 | 1 | 1 | 4 | 4 | 6 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 110 | 111 | 27 | 1 | 4 | 4 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 5 | 3 | 4.0 | 4 | 4 | 1 |
| 111 | 112 | 28 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 4 | 4 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 5.0 | 1 | 1 | 2 |
| 112 | 113 | 24 | 1 | 3 | 5 | 3 | 2 | 1 | 5 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 5 | 2 | 5 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 113 | 114 | 26 | 1 | 4 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 114 | 115 | 25 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 5 | 5 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 1 | 1 | 4 | 2 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 115 | 116 | 29 | 1 | 4 | 6 | 3 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 6 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 3 | 3 | 2 | 3 | 2 | 3 | 5.0 | 3 | 2 | 2 |
| 116 | 117 | 29 | 1 | 4 | 6 | 1 | 2 | 1 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 7 | 5 | 3 | 5 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 117 | 118 | 25 | 1 | 4 | 1 | 3 | 1 | 1 | 4 | 2 | 3 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 118 | 119 | 28 | 1 | 3 | 1 | 3 | 1 | 1 | 4 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 4 | 4 | 2 |
| 119 | 120 | 26 | 1 | 4 | 6 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 120 | 121 | 28 | 1 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 2 | 4 | 3 | 5 | 5 | 3 | 3 | 4 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 2 | 5 | 5 | 3 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 4 | 1 | 1 | 3 | 3 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 3 | 5 | 4 | 2 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 1 | 2 | 2 |
| 121 | 122 | 27 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 2 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 3 | 2 | 1 | 4 | 3 | 5 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 122 | 123 | 29 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 1 | 2 | 2 | 1 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 123 | 124 | 27 | 1 | 4 | 4 | 3 | 1 | 2 | 1 | 2 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 124 | 125 | 26 | 1 | 4 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 4 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 1 | 1 | 2 | 5 | 3 | 3 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 125 | 126 | 27 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 4 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 5 | 1 | 7 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 126 | 127 | 28 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 4 | 4 | 1 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 2 | 5 | 2 | 3 | 5 | 5 | 4 | 5.0 | 2 | 2 | 2 |
| 127 | 128 | 27 | 1 | 4 | 5 | 3 | 2 | 2 | 3 | 4 | 1 | 4 | 2 | 3 | 3 | 2 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 2 |
| 128 | 129 | 30 | 1 | 4 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 3 | 3 | 4 | 2 | 1 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 129 | 130 | 27 | 1 | 4 | 1 | 3 | 1 | 1 | 4 | 3 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 5 | 2 | 3 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 2 | 4 | 5 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 6 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 130 | 131 | 25 | 1 | 4 | 1 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 131 | 132 | 27 | 1 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 3 | 1 | 1 | 5 | 5 | 4 | 4.0 | 1 | 1 | 1 |
| 132 | 133 | 29 | 1 | 4 | 4 | 4 | 1 | 1 | 5 | 2 | 3 | 4 | 1 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 1 | 4 | 4 | 1 | 2 | 4 | 2 | 1 | 5 | 1 | 2 | 5 | 2 | 3 | 5.0 | 1 | 2 | 2 |
| 133 | 134 | 30 | 1 | 4 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 5 | 4 | 3 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 2 | 4 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 3 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 3.0 | 2 | 1 | 1 |
| 134 | 135 | 24 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 2 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 5 | 5 | 4 | 4 | 3 | 4.0 | 4 | 3 | 1 |
| 135 | 136 | 24 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 4 | 5 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 5 | 1 | 3 | 5 | 2 | 5 | 5.0 | 3 | 2 | 2 |
| 136 | 137 | 26 | 1 | 4 | 3 | 3 | 1 | 2 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 4 | 4 | 1 | 4 | 5 | 3 | 2 | 5 | 1 | 1 | 5 | 5 | 4 | 5.0 | 3 | 2 | 1 |
| 137 | 138 | 26 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 5 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 138 | 139 | 33 | 1 | 4 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 1 | 6 | 6 | 6 | 1 | 3 | 5 | 4 | 3 | 5 | 2 | 5 | 4 | 3 | 3.0 | 5 | 4 | 3 |
| 139 | 140 | 26 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 4 | 4 | 2 | 1 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 3 | 2 |
| 140 | 141 | 23 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 4.0 | 3 | 4 | 3 |
| 141 | 142 | 29 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 4 | 5 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 3 | 4 | 3 | 3 | 4.0 | 3 | 2 | 3 |
| 142 | 143 | 26 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 6 | 5 | 5 | 3 | 4 | 5 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 1 | 3 | 4 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 5.0 | 5 | 2 | 2 |
| 143 | 144 | 25 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 2 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 144 | 145 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 6 | 5 | 5 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 1 | 3 | 4 | 4 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 5 | 3 | 4 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 2 | 5 | 5 |
| 145 | 146 | 24 | 1 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 4 | 4 | 2 | 1 | 4 | 4 | 6 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 146 | 147 | 22 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 5 | 1 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 147 | 148 | 26 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 148 | 149 | 27 | 1 | 3 | 4 | 3 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 5 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 149 | 150 | 26 | 1 | 3 | 4 | 2 | 1 | 2 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 2 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 4 | 5.0 | 1 | 1 | 1 |
| 150 | 151 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 4 | 1 | 3 | 2 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 4 |
| 151 | 152 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 5 | 4 | 4 | 3 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 152 | 153 | 23 | 1 | 3 | 4 | 4 | 1 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 153 | 154 | 23 | 1 | 3 | 6 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 1 | 2 | 3 | 1 | 1 | 2 | 4 | 4 | 5 | 2 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 154 | 155 | 27 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 3 | 2 | 1 | 1 | 2 | 3 | 3 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 4 | 5 | 3 | 4 | 5 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 1 |
| 155 | 156 | 24 | 1 | 3 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 4 | 3 | 3 |
| 156 | 157 | 24 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 1 | 1 | 6 | 1 | 1 | 4 | 4 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 157 | 158 | 22 | 1 | 3 | 5 | 3 | 1 | 1 | 5 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 2 | 5 | 7 | 2 | 1 | 5 | 5 | 5 | 3 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 158 | 159 | 23 | 1 | 3 | 2 | 4 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 6 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 2 | 5 | 4 | 5 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 3 | 2 | 5 | 2 | 2 | 4.0 | 2 | 2 | 1 |
| 159 | 160 | 23 | 1 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 2 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 160 | 161 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 161 | 162 | 30 | 1 | 3 | 5 | 4 | 2 | 1 | 4 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 4 | 2 | 2 | 1 | 5 | 5 | 5 | 1 | 1 | 2 | 1 | 1 | 3 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 162 | 163 | 26 | 1 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 1 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 5 | 4 |
| 163 | 164 | 23 | 1 | 3 | 5 | 4 | 2 | 1 | 1 | 2 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 4 | 6 | 5 | 5 | 4 | 5 | 4 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 164 | 165 | 26 | 1 | 1 | 5 | 2 | 1 | 1 | 2 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 165 | 166 | 22 | 1 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5.0 | 5 | 4 | 2 |
| 166 | 167 | 24 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 3 | 1 | 1 | 5 | 2 | 1 | 4 | 5 | 1 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 167 | 168 | 22 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 1 | 1 | 3 | 1 | 2 | 1 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 5 |
| 168 | 169 | 25 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 3 | 5 | 1 | 5 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 2 | 1 | 5 | 4 | 1 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 5 | 4 | 3 | 5.0 | 5 | 3 | 3 |
| 169 | 170 | 24 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 170 | 171 | 22 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 3 | 3 | 1 | 3 | 5 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 3 | 3 |
| 171 | 172 | 22 | 0 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 5.0 | 5 | 5 | 2 |
| 172 | 173 | 22 | 1 | 3 | 4 | 1 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 5 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 5 | 2 | 2 | 3 | 4 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 5 | 3 | 4 | 5 | 4 | 4 | 5.0 | 4 | 2 | 2 |
| 173 | 174 | 25 | 1 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 3 | 1 | 4 | 4 | 4 | 2 | 1 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 2 | 1 | 1 | 4 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 5 | 6 | 5 | 4 | 6 | 1 | 5 | 2 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 5 | 3 | 3 |
| 174 | 175 | 23 | 1 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 1 | 4 | 1 | 4 | 4 | 1 | 2 | 2 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 3 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 1 | 1 | 4 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 6 | 1 | 5 | 2 | 3 | 2 | 4 | 3 | 2 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 175 | 176 | 22 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 176 | 177 | 22 | 0 | 3 | 6 | 3 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 5 | 1 | 3 | 5 | 4 | 1 | 2 | 3 | 4 | 5 | 1 | 2 | 1 | 2 | 1 | 3 | 4 | 2 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 1 | 5 | 1 |
| 177 | 178 | 21 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 2 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 5 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 3 | 5 | 1 | 2 | 2 | 3 | 4 | 2 | 4 | 5 | 3 | 4 | 5.0 | 5 | 2 | 5 |
| 178 | 179 | 22 | 0 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 5 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 3 | 1 | 1 | 3 | 5 | 5 | 6 | 1 | 4 | 6 | 5 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 179 | 180 | 21 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 2 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 5 | 4 | 3 |
| 180 | 181 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 3 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 1 | 4 | 5 | 3 | 2 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 2 | 3 | 3 | 1 | 5 | 5 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 181 | 182 | 22 | 0 | 3 | 5 | 2 | 1 | 1 | 1 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 182 | 183 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 4 | 2 | 3 | 4 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5.0 | 4 | 5 | 4 |
| 183 | 184 | 22 | 0 | 3 | 2 | 4 | 2 | 1 | 4 | 2 | 4 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 4.0 | 4 | 5 | 4 |
| 184 | 185 | 22 | 0 | 3 | 4 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 5 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 4 | 5 |
| 185 | 186 | 22 | 1 | 3 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 4 | 4.0 | 3 | 2 | 1 |
| 186 | 187 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 2 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 3 | 2 | 3 | 3 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 4 | 1 | 1 | 5 | 5 | 2 | 5.0 | 2 | 1 | 2 |
| 187 | 188 | 22 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 5 | 1 | 2 | 1 | 2 | 1 | 1 | 5 | 4 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 4 | 1 | 3 | 2 | 1 | 3 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 188 | 189 | 17 | 0 | 1 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 4 | 3 | 1 | 4 | 5 | 4 | 2 | 5 | 5 | 4 | 3 | 5 | 3 | 2 | 1 | 5 | 5 | 4 | 3 | 5 | 1 | 2 | 5 | 3 | 2 | 4 | 5 | 2 | 5 | 3 | 1 | 1 | 4 | 1 | 4 | 3 | 1 | 2 | 5 | 6 | 7 | 5 | 3 | 6 | 5 | 6 | 5 | 4 | 1 | 5 | 2 | 1 | 1 | 3 | 1 | 3.0 | 3 | 5 | 4 |
| 189 | 190 | 17 | 1 | 1 | 5 | 4 | 1 | 1 | 4 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 190 | 191 | 16 | 1 | 1 | 6 | 4 | 2 | 1 | 1 | 2 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 191 | 192 | 16 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 1 | 6 | 1 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 192 | 193 | 17 | 1 | 1 | 5 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 193 | 194 | 17 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 1 | 4 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 194 | 195 | 17 | 1 | 1 | 5 | 1 | 2 | 2 | 3 | 3 | 2 | 4 | 3 | 3 | 3 | 2 | 1 | 1 | 6 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 195 | 196 | 17 | 1 | 1 | 4 | 3 | 2 | 1 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 196 | 197 | 18 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 197 | 198 | 17 | 1 | 1 | 5 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 198 | 199 | 17 | 1 | 1 | 4 | 4 | 2 | 1 | 4 | 1 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 199 | 200 | 17 | 1 | 1 | 5 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 200 | 201 | 20 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 4 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 201 | 202 | 20 | 0 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 202 | 203 | 20 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 4 | 1 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 2 | 4.0 | 4 | 2 | 2 |
| 203 | 204 | 19 | 0 | 2 | 4 | 3 | 1 | 2 | 2 | 2 | 1 | 5 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 2 | 5 | 5 | 5 | 4 | 3 | 2 | 2 | 3 | 2 | 4 | 4 | 3 | 1 | 4 | 1 | 4 | 1 | 4 | 3 | 4 | 4 | 1 | 4 | 2 | 1 | 2 | 7 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 5 | 2 | 2 |
| 204 | 205 | 20 | 0 | 2 | 4 | 2 | 2 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 6 | 1 | 4 | 5 | 2 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 2 | 5 | 5 | 2 | 2 | 5 | 4 | 1 | 4 | 1 | 5 | 4 | 5 | 3 | 5 | 1 | 2 | 3 | 4 | 1 | 2 | 4 | 3 | 3 | 2 | 1 | 6 | 1 | 2 | 6 | 2 | 5 | 2 | 3 | 5 | 1 | 4 | 5 | 5 | 5 | 5.0 | 5 | 1 | 1 |
| 205 | 206 | 20 | 1 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 1 | 4 | 1 | 5 | 2 | 2 | 5 | 2 | 4 | 5 | 4 | 5 | NaN | 5 | 4 | 5 |
| 206 | 207 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 2 | 3 | 4 | 2 | 4 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 5 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 2 | 5.0 | 3 | 2 | 2 |
| 207 | 208 | 19 | 0 | 2 | 3 | 2 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 3 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 4.0 | 4 | 4 | 5 |
| 208 | 209 | 19 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 5 | 3 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 209 | 210 | 20 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 3 | 3 | 3 |
| 210 | 211 | 19 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 6 | 7 | 3 | 5 | 2 | 1 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 211 | 212 | 20 | 1 | 2 | 4 | 1 | 1 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 3 | 5 | 5 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 6 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 3 | 4.0 | 3 | 1 | 1 |
| 212 | 213 | 20 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 3 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 2 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 213 | 214 | 21 | 0 | 2 | 6 | 2 | 2 | 2 | 5 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 3 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4.0 | 3 | 2 | 2 |
| 214 | 215 | 19 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 2 | 5 | 1 | 5 | 5 | 4 | 4 | 4.0 | 4 | 3 | 4 |
| 215 | 216 | 19 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 6 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 1 | 5 | 2 | 3 | 1 | 4 | 3 | 2 | 5 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 216 | 217 | 19 | 1 | 2 | 4 | 3 | 2 | 1 | 3 | 3 | 2 | 6 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 5 | 2 | 2 | 2 | 3 | 1 | 3 | 3 | 3 | 2 | 3 | 6 | 1 | 1 | 2 | 3 | 6 | 6 | 2 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 2 | 4.0 | 2 | 4 | 4 |
| 217 | 218 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 1 | 3 | 2 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 5 | 3 | 6 | 1 | 5 | 3 | 2 | 2 | 2 | 2 | 4 | 5 | 3 | 4.0 | 5 | 2 | 1 |
| 218 | 219 | 18 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 1 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 5 | 5 | 4 | 5 | 3 | 3 | 5.0 | 1 | 3 | 5 |
| 219 | 220 | 23 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 1 | 3 | 4 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 2 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 6 | 3 | 1 | 1 | 4 | 3 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 2 |
| 220 | 221 | 17 | 0 | 2 | 3 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 1 | 6 | 5 | 4 | 5 | 6 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 2 |
| 221 | 222 | 17 | 0 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 5 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 5 | 2 | 1 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 4 | 3 | 4 | 4 | 2 | 4 | 6 | 4 | 6 | 3 | 6 | 6 | 6 | 3 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 3 | 5.0 | 4 | 2 | 4 |
| 222 | 223 | 18 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 2 | 2 | 1 | 5 | 5 | 3 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 5 | 1 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 1 | 6 | 2 | 6 | 5 | 1 | 1 | 6 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 223 | 224 | 18 | 1 | 2 | 3 | 4 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 2.0 | 3 | 3 | 3 |
| 224 | 225 | 18 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 3 | 2 | 3 | 4 | 1 | 3 | 5 | 3 | 3 | 5.0 | 2 | 1 | 1 |
| 225 | 226 | 18 | 0 | 2 | 1 | 2 | 2 | 1 | 2 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 6 | 6 | 6 | 1 | 1 | 6 | 6 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 226 | 227 | 19 | 0 | 2 | 5 | 2 | 2 | 1 | 3 | 2 | 2 | 6 | 2 | 3 | 2 | 1 | 1 | 1 | 6 | 6 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 3 | 1 | 5 | 1 | 1 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 5 | 1 | 2 | 4 | 4 | 4 | 5.0 | 5 | 4 | 3 |
| 227 | 228 | 19 | 0 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 2 | 6 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 3 | 5 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 1 | 3 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 228 | 229 | 19 | 0 | 2 | 4 | 3 | 2 | 1 | 4 | 2 | 3 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 3 | 3 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 1 | 1 | 5 | 3 | 4 | 2.0 | 4 | 3 | 4 |
| 229 | 230 | 19 | 0 | 2 | 5 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 2 | 5 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 230 | 231 | 19 | 0 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 231 | 232 | 19 | 0 | 2 | 4 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 6 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 4 | 2 |
| 232 | 233 | 18 | 0 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 233 | 234 | 18 | 0 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 5 | 3 | 2 | 3 | 1 | 1 | 1 | 4 | 6 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 3 | 5 | 1 | 1 | 5 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 1 | 6 | 1 | 3 | 4 | 2 | 5 | 4 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 234 | 235 | 18 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 4 | 2 | 4 | 2 | 3 | 3 | 4 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 4 | 2 | 2 | 5 | 2 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 4 | 5 | 4 | 1 | 4 | 4 | 5 | 5 | 4 | 2 | 5 | 2 | 5 | 2 | 1 | 5 | 2 | 1 | 5.0 | 5 | 3 | 1 |
| 235 | 236 | 18 | 0 | 2 | 6 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 3 | 2 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 1 | 2 | 1 | 1 | 5 | 1 | 1 | 2 | 4 | 3 | 5 | 4 | 2 | 3 | 2 | 5 | 2 | 3 | 4 | 4 | 2 | 5.0 | 3 | 3 | 1 |
| 236 | 237 | 18 | 0 | 2 | 5 | 1 | 2 | 2 | 1 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 1 | 5 | 1 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 5 | 3 | 1 | 1 | 2 | 4 | 2 | 4 | 2 | 2 | 5 | 5 | 2 | 5.0 | 4 | 3 | 4 |
| 237 | 238 | 18 | 0 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 5 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 4 | 1 | 5 | 4 | 1 | 7 | 1 | 2 | 4 | 2 | 1 | 2 | 2 | 4 | 4 | 2 | 1.0 | 2 | 3 | 2 |
| 238 | 239 | 18 | 0 | 2 | 5 | 3 | 2 | 1 | 1 | 2 | 3 | 5 | 4 | 3 | 4 | 1 | 1 | 3 | 1 | 6 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 239 | 240 | 22 | 0 | 3 | 6 | 2 | 1 | 2 | 3 | 4 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 2 | 2 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 240 | 241 | 21 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 5 | 5 | 2 | 4 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 241 | 242 | 21 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 3 | 1 | 2 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 242 | 243 | 18 | 0 | 2 | 1 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 1 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 4 |
| 243 | 244 | 23 | 0 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 3 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 244 | 245 | 23 | 1 | 3 | 5 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 2 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 245 | 246 | 29 | 1 | 2 | 4 | 2 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 2 |
| 246 | 247 | 22 | 0 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 4 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 1 | 3 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 2.0 | 2 | 2 | 2 |
| 247 | 248 | 22 | 0 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 248 | 249 | 20 | 0 | 3 | 5 | 3 | 1 | 1 | 4 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 3 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 3 | 4.0 | 4 | 4 | 4 |
| 249 | 250 | 24 | 1 | 2 | 3 | 1 | 2 | 1 | 3 | 3 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 3 |
| 250 | 251 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 1 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 251 | 252 | 26 | 1 | 2 | 5 | 3 | 2 | 2 | 1 | 3 | 1 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 252 | 253 | 21 | 0 | 3 | 4 | 3 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 3.0 | 3 | 4 | 2 |
| 253 | 254 | 25 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 3 | 6 | 2 | 2 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 4 | 4 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 254 | 255 | 22 | 1 | 2 | 4 | 3 | 2 | 1 | 4 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 255 | 256 | 21 | 0 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 256 | 257 | 21 | 0 | 2 | 4 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 2 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 4 | 5 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 257 | 258 | 21 | 1 | 2 | 4 | 4 | 2 | 1 | 2 | 2 | 4 | 3 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 258 | 259 | 20 | 1 | 2 | 4 | 3 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 2 | 3 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 2 | 3 | 5 | 5 | 5 | 3 | 6 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 259 | 260 | 23 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 4 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 260 | 261 | 21 | 1 | 3 | 4 | 4 | 2 | 1 | 4 | 2 | 4 | 3 | 2 | 4 | 4 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 261 | 262 | 25 | 1 | 3 | 4 | 3 | 2 | 1 | 4 | 2 | 4 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 6 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 262 | 263 | 17 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 1 | 1 | 5 | 1 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 2 | 2 | 5 | 5 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 263 | 264 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 3 | 5 | 4 | 4 | 3 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 1 | 1 | 5 | 3 | 3 | 5.0 | 2 | 5 | 1 |
| 264 | 265 | 21 | 0 | 3 | 2 | 1 | 2 | 2 | 2 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 265 | 266 | 21 | 1 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 4 | 6 | 3 | 4 | 3 | 1 | 1 | 3 | 3 | 6 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 266 | 267 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 4.0 | 2 | 3 | 3 |
| 267 | 268 | 21 | 0 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 2 | 2 | 2 | 4 | 5 | 2 | 4 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 5 | 3 | 2 | 5 | 4 | 4 | 4.0 | 3 | 2 | 4 |
| 268 | 269 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 5 | 3 | 2 | 5 | 4 | 3 | 3.0 | 3 | 1 | 3 |
| 269 | 270 | 22 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 4 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 3 | 5 | 5 |
| 270 | 271 | 25 | 0 | 3 | 4 | 1 | 1 | 2 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 2 | 4 | 4 | 3 | 3 | 3 | 4 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 1 | 5.0 | 4 | 1 | 3 |
| 271 | 272 | 20 | 0 | 3 | 1 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 4 | 4 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 272 | 273 | 20 | 0 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 3 | 3 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 4 | 6 | 2 | 2 | 4 | 3 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 5 | 5 | 3 |
| 273 | 274 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 3 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 5 | 3 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 5 | 5 | 6 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 274 | 275 | 20 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 3 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 3 | 4.0 | 3 | 4 | 2 |
| 275 | 276 | 21 | 0 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 2 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 5 | 1 | 5 | 2 | 1 | 1 | 3 | 2 | 5 | 3 | 1 | 2 | 5 | 1 | 5 | 3 | 1 | 1 | 1 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 3 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 5 | 5.0 | 4 | 2 | 2 |
| 276 | 277 | 21 | 0 | 3 | 6 | 3 | 1 | 1 | 4 | 2 | 4 | 2 | 1 | 2 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 277 | 278 | 21 | 0 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 3 | 2 | 5 | 3 | 5 | 4 | 4 | 5 | 4 | 1 | 2 | 3 | 5 | 4 | 4 | 1 | 3 | 1 | 6 | 7 | 1 | 2 | 2 | 1 | 5 | 4 | 1 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 278 | 279 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 5 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 3 | 2 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 279 | 280 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 280 | 281 | 20 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 2 | 4 | 5 | 4 | 3 | 5.0 | 3 | 3 | 4 |
| 281 | 282 | 19 | 0 | 2 | 6 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 4 |
| 282 | 283 | 20 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 1 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 5 | 1 | 4 | 1 | 3 | 2 | 4 | 3 | 5 | 6 | 1 | 2 | 5 | 3 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 5 | 4 | 3 |
| 283 | 284 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 4 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 1 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 5 | 4 | 1 | 1 | 3 | 3 | 5 | 5 | 1 | 2 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 5 | 3 | 3 | 1 | 3 | 3 | 2 | 2 | 4 | 5 | 2 | 2 | 5 | 4 | 2 | 3.0 | 5 | 1 | 3 |
| 284 | 285 | 19 | 0 | 2 | 5 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 1 | 5 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 1 | 1 | 2 | 1 | 6 | 6 | 6 | 6 | 1 | 6 | 6 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5.0 | 4 | 4 | 4 |
| 285 | 286 | 19 | 0 | 2 | 4 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 5 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 286 | 287 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 2 | 1 | 5 | 2 | 3 | 4 | 2 | 4 | 1 | 3 | 1 | 5 | 3 | 4 | 6 | 5 | 1 | 2 | 3 | 4 | 4 | 2 | 4 | 2 | 2 | 3 | 4 | 2 | 4.0 | 3 | 4 | 4 |
| 287 | 288 | 19 | 0 | 2 | 4 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 1 | 5 | 1 | 3 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 5 | 1 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 5 | 2 | 2 |
| 288 | 289 | 19 | 0 | 2 | 4 | 3 | 1 | 1 | 2 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 3 | 1 | 2 | 2 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 289 | 290 | 22 | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 2 | 4 | 4 |
| 290 | 291 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 291 | 292 | 20 | 0 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 6 | 6 | 6 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 292 | 293 | 20 | 0 | 2 | 5 | 1 | 2 | 1 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 6 | 2 | 4 | 3 | 4 | 4 | 1 | 2 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 3 | 4 | 3 | 4 | 1 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 2 | 3 | 1 | 4 | 3 | 3.0 | 3 | 4 | 3 |
| 293 | 294 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 3 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 3 | 3 | 4.0 | 5 | 5 | 4 |
| 294 | 295 | 19 | 0 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 1 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 5 |
| 295 | 296 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 3 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 2 | 3 | 2 | 4 | 4 | 1 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 1 | 2 | 1 | 3 | 1 | 3 | 1 | 2 | 5 | 1 | 4 | 1 | 4 | 6 | 4 | 1 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 296 | 297 | 19 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 6 | 2 | 2 | 1 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 5 | 2 | 4 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 5 | 4 | 5 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 297 | 298 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 3 | 5 | 2 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 4.0 | 5 | 5 | 5 |
| 298 | 299 | 17 | 1 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 2 | 5 | 5 | 3 | 2 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 2 | 1 | 3 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 3 | 2 | 3 | 4 | 3 | 5 | 5.0 | 4 | 4 | 5 |
| 299 | 300 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 300 | 301 | 18 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 1 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 2 | 4 |
| 301 | 302 | 17 | 1 | 2 | 4 | 3 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 3 | 2 | 3 | 5.0 | 4 | 4 | 5 |
| 302 | 303 | 20 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 6 | 2 | 5 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 4 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 303 | 304 | 19 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 1 | 3 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 304 | 305 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 3 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 4 | 1 | 4 | 1 | 3 | 1 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 2 | 2.0 | 4 | 3 | 4 |
| 305 | 306 | 19 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 2 | 1 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 4 | 5 | 2 | 2 | 2 | 5 | 5 | 2 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 5 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 4 | 4.0 | 5 | 4 | 4 |
| 306 | 307 | 20 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 4 | 1 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 5 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 2 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 1 | 5 | 6 | 5 | 6 | 4 | 1 | 6 | 6 | 4 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 307 | 308 | 20 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 4 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 3 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 6 | 5 | 6 | 1 | 1 | 6 | 6 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 4 | 4.0 | 5 | 2 | 4 |
| 308 | 309 | 20 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 5 | 1 | 5 | 5 | 1 | 5 | 1 | 1 | 2 | 1 | 7 | 3 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4.0 | 4 | 3 | 3 |
| 309 | 310 | 20 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 310 | 311 | 20 | 1 | 2 | 3 | 2 | 2 | 1 | 4 | 4 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 311 | 312 | 20 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 5 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 3 | 5 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 312 | 313 | 20 | 1 | 2 | 4 | 3 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 4 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 4 | 2 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 5 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 313 | 314 | 19 | 0 | 2 | 3 | 1 | 2 | 1 | 5 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 314 | 315 | 20 | 0 | 2 | 5 | 2 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 6 | 1 | 4 | 5 | 2 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 4 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 6 | 1 | 6 | 2 | 5 | 2 | 2 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 315 | 316 | 20 | 0 | 2 | 4 | 2 | 1 | 2 | 1 | 3 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 4 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 6 | 3 | 3 | 3 | 5 | 2 | 2 | 4 | 1 | 2 | 4 | 5 | 4 | 5.0 | 5 | 5 | 2 |
| 316 | 317 | 20 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 3 | 5 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 5 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 2 | 3 | 4.0 | 4 | 4 | 4 |
| 317 | 318 | 22 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 3 |
| 318 | 319 | 20 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 1 | 4 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 319 | 320 | 20 | 0 | 3 | 4 | 4 | 2 | 1 | 5 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 4 | 1 | 3 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 5 | 2 | 1 | 4 | 4 | 4 | 6 | 2 | 5 | 4 | 1 | 1 | 1 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 4 | 1 | 1 |
| 320 | 321 | 21 | 0 | 3 | 5 | 4 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 6 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 1 | 6 | 7 | 4 | 4 | 7 | 1 | 4 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 4.0 | 3 | 4 | 4 |
| 321 | 322 | 22 | 0 | 3 | 4 | 2 | 1 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 3 | 3 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 322 | 323 | 23 | 0 | 3 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 4 | 2 | 1 | 1 | 2 | 2 | 1 | 5 | 4 | 5 | 4 | 2 | 2 | 5 | 5 | 3 | 4 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 4 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 3 | 5 | 3 | 1 | 2 | 3 | 6 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 323 | 324 | 24 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 2 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 5 | 2 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 324 | 325 | 17 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 2 | 2 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 325 | 326 | 22 | 0 | 3 | 5 | 1 | 1 | 1 | 2 | 2 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 6 | 4 | 4 | 5 | 2 | 3 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 1 | 4 | 2 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 6 | 1 | 4 | 3 | 2 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 2 | 4.0 | 4 | 4 | 3 |
| 326 | 327 | 29 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 3 | 4 | 6 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 5 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 2.0 | 2 | 2 | 2 |
| 327 | 328 | 20 | 0 | 3 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 5 | 1 | 1 | 5 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 3 | 1 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 328 | 329 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 1 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 329 | 330 | 16 | 0 | 1 | 3 | 2 | 1 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 2 | 2 | 3 | 3 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 1 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 3 | 5 | 1 | 2 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 2.0 | 5 | 5 | 1 |
| 330 | 331 | 19 | 0 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 5 | 4 | 2 | 2 | 5 | 5 | 2 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 6 | 1 | 2 | 1 | 6 | 5 | 4 | 3 | 5 | 4 | 5 | 2 | 5 | 3 | 2.0 | 3 | 1 | 1 |
| 331 | 332 | 20 | 0 | 1 | 4 | 4 | 1 | 1 | 1 | 2 | 2 | 6 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 6 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 5 | 5 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2.0 | 4 | 2 | 2 |
| 332 | 333 | 19 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 3 | 5 | 3 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 2 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 6 | 1 | 4 | 4 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 5 |
| 333 | 334 | 18 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 2 | 1 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3.0 | 1 | 1 | 3 |
| 334 | 335 | 18 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 6 | 5 | 2 | 2 | 2 | 2 | 3 | 2 | 5 | 2 | 4.0 | 2 | 1 | 1 |
| 335 | 336 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 5 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 336 | 337 | 18 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 5 | 4 | 4 | 2 | 2 | 2 | 5 | 4 | 2 | 4 | 3 | 4 | 4 | 2 | 1 | 3 | 4 | 5 | 2 | 5 | 1 | 4 | 5 | 3 | 4 | 3 | 5 | 1 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 4 | 5 | 2 | 5 | 5 | 4 | 1 | 3 | 1 | 2.0 | 5 | 4 | 1 |
| 337 | 338 | 17 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 7 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 4.0 | 4 | 5 | 5 |
| 338 | 339 | 18 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 4 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 339 | 340 | 19 | 1 | 1 | 2 | 4 | 2 | 2 | 3 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 6 | 3 | 4 | 4 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 3 | 3 | 4 | 5 | 3 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 3 | 4 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 4.0 | 1 | 1 | 3 |
| 340 | 341 | 19 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 1 | 4 | 1 | 1 | 5 | 1 | 4 | 2 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 341 | 342 | 19 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 6 | 3 | 5 | 1 | 3 | 5 | 5 | 3 | 1 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 4 |
| 342 | 343 | 19 | 1 | 2 | 4 | 4 | 1 | 1 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 2 | 1 | 2 | 4 | 4 | 2 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 3 | 5 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 3 | 3.0 | 5 | 5 | 5 |
| 343 | 344 | 20 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 1 | 3 | 3 | 2 | 2 | 1 | 2 | 1 | 5 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 6 | 1 | 1 | 3 | 2 | 1 | 5 | 4 | 2 | 5 | 4 | 3 | 3.0 | 5 | 3 | 3 |
| 344 | 345 | 20 | 1 | 2 | 3 | 1 | 1 | 2 | 1 | 3 | 1 | 6 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 6 | 5 | 5 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 1 | 4 | 2 | 2 | 5 | 3 | 5 | 4 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 345 | 346 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 2 | 2 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 3 | 5 | 6 | 2 | 4 | 1 | 3 | 3 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 346 | 347 | 20 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 5 | 4 | 3 | 2 | 3 | 3 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 1 | 1 | 1 | 3 | 3 | 1 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4.0 | 4 | 4 | 2 |
| 347 | 348 | 20 | 1 | 2 | 4 | 3 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 3 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 5 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 6 | 4 | 1 | 1 | 5 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 348 | 349 | 21 | 0 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 4 | 3 | 4 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 349 | 350 | 20 | 1 | 2 | 5 | 3 | 2 | 2 | 5 | 4 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 5 | 2 | 4 |
| 350 | 351 | 26 | 1 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 5 | 4 | 1 | 1 | 4 | 5 | 1 | 5 | 4 | 5 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 6 | 6 | 6 | 6 | 1 | 4 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 351 | 352 | 26 | 1 | 4 | 4 | 3 | 2 | 1 | 1 | 4 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 4 | 2 | 2 | 4 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 2 | 6 | 1 | 3 | 1 | 4 | 4 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 352 | 353 | 21 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 4 | 5 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 5 | 2 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 4 | 4 |
| 353 | 354 | 21 | 0 | 3 | 4 | 4 | 2 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 2 | 3 | 4 | 5 | 3 | 3 | 2 | 3 | 4 | 5 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 5 | 1 | 1 | 3 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 5.0 | 4 | 1 | 3 |
| 354 | 355 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 2 | 2 | 4 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 5 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 6 | 1 | 4 | 4 | 2 | 3 | 6 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 3 | 2 | 5 |
| 355 | 356 | 21 | 0 | 3 | 5 | 4 | 2 | 1 | 3 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 2 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 6 | 1 | 4 | 4 | 2 | 5 | 5 | 3 | 5 | 5 | 3 | 5.0 | 3 | 4 | 4 |
| 356 | 357 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 4 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 2 | 6 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 357 | 358 | 21 | 0 | 3 | 4 | 4 | 1 | 1 | 3 | 2 | 4 | 4 | 2 | 3 | 2 | 1 | 2 | 2 | 4 | 3 | 5 | 4 | 2 | 2 | 3 | 5 | 2 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 2 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 3 | 3 |
| 358 | 359 | 21 | 0 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 6 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 6 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 4 |
| 359 | 360 | 22 | 0 | 3 | 4 | 4 | 2 | 1 | 4 | 3 | 4 | 3 | 3 | 4 | 3 | 1 | 2 | 2 | 1 | 2 | 5 | 4 | 2 | 2 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 3 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 6 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 360 | 361 | 21 | 0 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 2 | 1 | 1 | 2 | 2 | 4 | 2 | 4 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 4 | 1 | 6 | 6 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 4 | 4 | 4 |
| 361 | 362 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 5 | 5 | 2 | 2 | 4 | 2 | 2 | 2 | 4 | 4 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 4 | 5 | 6 | 4 | 2 | 4 | 2 | 4 | 4 | 3 | 4 | 2 | 4 | 4.0 | 5 | 5 | 5 |
| 362 | 363 | 19 | 0 | 2 | 5 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 363 | 364 | 21 | 0 | 3 | 4 | 3 | 1 | 1 | 5 | 2 | 2 | 6 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 4 | 4 | 2 | 1 | 4 | 5 | 1 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 364 | 365 | 21 | 0 | 3 | 2 | 4 | 1 | 2 | 3 | 3 | 3 | 4 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 4 | 4 | 3 | 2 | 3 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4.0 | 5 | 5 | 3 |
| 365 | 366 | 22 | 0 | 3 | 5 | 3 | 1 | 1 | 2 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 2 | 2 | 6 | 3 | 4 | 4 | 1 | 1 | 4 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 4 | 2 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 366 | 367 | 19 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 2 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 2 | 2 |
| 367 | 368 | 18 | 0 | 2 | 2 | 2 | 1 | 1 | 5 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 368 | 369 | 18 | 0 | 2 | 2 | 2 | 2 | 1 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 1 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 4 | 1 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 369 | 370 | 18 | 0 | 2 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 370 | 371 | 18 | 0 | 2 | 1 | 1 | 2 | 1 | 1 | 3 | 1 | 1 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 371 | 372 | 19 | 0 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 2 | 3 | 3 | 5 | 5 | 2 | 2 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 5 | 5 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 4 | 3 |
| 372 | 373 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 3 | 1 | 3 | 4 | 1 | 2 | 5 | 5 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 3.0 | 4 | 5 | 5 |
| 373 | 374 | 17 | 0 | 2 | 2 | 3 | 1 | 1 | 5 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 2 | 2 | 3 | 4 | 4 | 3 | 2 | 5 | 4 | 5 | 5 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 1 | 5 | 5 | 3 | 1 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 7 | 4 | 2 | 4 | 1 | 4 | 3 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 4 | 3 | 5 |
| 374 | 375 | 18 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 4.0 | 2 | 4 | 3 |
| 375 | 376 | 18 | 0 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 5 | 4 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 4 | 1 | 3 | 5 | 5 | 4 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 2 | 3 | 1 | 3 | 2 | 4 | 1 | 3 | 1 | 1 | 2 | 3 | 5 | 1 | 2 | 1 | 1 | 3 | 6 | 1 | 1 | 1 | 4 | 3 | 1 | 2 | 3 | 5 | 3 | 4 | 1 | 4 | 5.0 | 1 | 2 | 5 |
| 376 | 377 | 18 | 0 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 377 | 378 | 19 | 1 | 2 | 5 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 2 | 4 | 4 | 2 | 2 | 1 | 1 | 3 | 4 | 2 | 2 | 1 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 4.0 | 5 | 5 | 2 |
| 378 | 379 | 19 | 1 | 2 | 4 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 379 | 380 | 17 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 4 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 380 | 381 | 21 | 1 | 2 | 4 | 4 | 1 | 1 | 5 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 381 | 382 | 19 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 3 | 4 | 3 | 2 | 2 | 4 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 382 | 383 | 20 | 1 | 2 | 3 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 1 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 3 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 1 | 1 | 1 | 1 | 1 | 7 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5.0 | 4 | 2 | 4 |
| 383 | 384 | 20 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 1 | 7 | 5 | 3 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 384 | 385 | 20 | 0 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 385 | 386 | 19 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 4 | 4 | 1 | 1 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 6 | 2 | 3 | 4 | 3 | 1 | 5 | 3 | 4 | 4 | 2 | 4 | 4.0 | 3 | 3 | 1 |
| 386 | 387 | 23 | 0 | 2 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 3 | 4 | 1 | 1 | 6 | 1 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 5.0 | 2 | 2 | 3 |
| 387 | 388 | 24 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 6 | 3 | 2 | 1 | 1 | 2 | 2 | 1 | 6 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 4 | 4 | 1 | 3 | 6 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 388 | 389 | 22 | 1 | 3 | 5 | 2 | 2 | 1 | 2 | 3 | 2 | 4 | 3 | 3 | 3 | 1 | 2 | 1 | 6 | 4 | 4 | 4 | 1 | 1 | 4 | 5 | 1 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 2 | 3 | 2 | 5 | 3 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 4 | 2 | 4 |
| 389 | 390 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 4 | 4 | 1 | 3 | 4 | 4 | 3 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 4 |
| 390 | 391 | 21 | 0 | 3 | 4 | 3 | 2 | 1 | 3 | 3 | 4 | 6 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 1 | 1 | 3 | 4 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 391 | 392 | 22 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 6 | 5 | 5 | 1 | 1 | 3 | 5 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 392 | 393 | 22 | 1 | 3 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 3 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 1 | 3 | 2 | 5 | 4 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 393 | 394 | 22 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 2 | 3 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 394 | 395 | 23 | 1 | 3 | 5 | 3 | 1 | 2 | 2 | 2 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 4 | 5 | 1 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 395 | 396 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 2 | 4 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 5 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 4 | 3 | 3 | 4.0 | 3 | 4 | 3 |
| 396 | 397 | 22 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 397 | 398 | 21 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 1 | 1 | 2 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 3 | 2 | 4 | 4 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 2 | 3 | 4 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 398 | 399 | 21 | 0 | 3 | 4 | 3 | 2 | 2 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 4 | 4 | 4 | 1 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 3 | 4 | 4.0 | 3 | 3 | 3 |
| 399 | 400 | 22 | 0 | 3 | 4 | 3 | 1 | 2 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 2 | 5 | 2 | 5 | 4 | 3 | 1 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 3.0 | 4 | 4 | 3 |
| 400 | 401 | 23 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 6 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 1 | 1 | 1 | 6 | 6 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 401 | 402 | 26 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 3 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 5 | 2 | 1 | 1 | 4 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 6 | 1 | 6 | 6 | 4 | 4 | 2 | 5 | 1 | 3 | 5 | 5 | 5 | 4.0 | 5 | 5 | 1 |
| 402 | 403 | 26 | 1 | 3 | 4 | 3 | 1 | 1 | 4 | 1 | 4 | 5 | 3 | 1 | 2 | 1 | 2 | 2 | 2 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 5 | 5 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 2 | 4 | 3 | 1 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 3 | 3 | 1 | 6 | 1 | 6 | 3 | 4 | 1 | 4 | 1 | 3 | 5 | 4 | 3 | 3.0 | 1 | 4 | 4 |
| 403 | 404 | 22 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 2 | 5 | 5 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 2 | 4 | 1 | 3 | 3 | 1 | 1 | 6 | 4 | 4 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 3 | 4.0 | 3 | 4 | 3 |
| 404 | 405 | 24 | 1 | 1 | 4 | 2 | 2 | 1 | 4 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 1 | 1 | 4 | 4 | 1 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 2 | 2 | 5 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 5 | 1 | 2 | 1 | 1 | 1 | 6 | 1 | 5 | 3 | 5 | 5 | 1 | 1 | 4 | 3 | 1 | 3.0 | 3 | 4 | 2 |
| 405 | 406 | 24 | 0 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 2 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 6 | 1 | 6 | 4 | 4 | 1 | 4 | 1 | 2 | 5 | 4 | 1 | 4.0 | 5 | 1 | 3 |
| 406 | 407 | 26 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 6 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 4 | 4 | 1 | 4 | 6 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 1 | 3.0 | 4 | 1 | 3 |
| 407 | 408 | 22 | 1 | 3 | 2 | 2 | 1 | 2 | 3 | 4 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 2 | 3 | 3 | 1 | 1 | 4 | 4 | 1 | 4 | 3 | 3 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 2 | 2 | 5.0 | 2 | 1 | 1 |
| 408 | 409 | 25 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 1 | 2 | 6 | 3 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 1 | 1 | 3 |
| 409 | 410 | 25 | 1 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 4 | 4 | 1 | 1 | 4 | 4 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 5 | 5 | 3 |
| 410 | 411 | 22 | 0 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 5 | 5 | 1 | 1 | 4 | 4 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 3 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 3 | 1 | 6 | 4 | 1 | 1 | 4 | 3 | 1 | 3 | 1 | 1 | 4.0 | 4 | 1 | 3 |
| 411 | 412 | 26 | 1 | 4 | 5 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 1 | 1 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 5 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 3 | 4 | 1 | 1 | 3 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 4 | 1 | 4.0 | 4 | 4 | 4 |
| 412 | 413 | 26 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 4 | 6 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 6 | 5 | 5 | 1 | 1 | 3 | 3 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 2 | 4 | 1 | 6 | 1 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 2 | 3.0 | 3 | 3 | 3 |
| 413 | 414 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 1 | 5 | 4 | 3 | 2 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | 5 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 4 | 6 | 1 | 3 | 4 | 1 | 4 | 3 | 2 | 4 | 2 | 2 | 5.0 | 3 | 4 | 4 |
| 414 | 415 | 23 | 1 | 3 | 6 | 1 | 2 | 1 | 5 | 4 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 6 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 415 | 416 | 23 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 4 | 5 | 4 | 3 | 3 | 4 | 3 | 2 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 2 | 1 | 1 | 3 | 3 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 3 | 5 | 5 | 2 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 1 | 3 | 4 | 3 | 5 | 5 | 2 | 3 | 3 | 4 | 5 | 5.0 | 2 | 1 | 1 |
| 416 | 417 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4.0 | 3 | 4 | 2 |
| 417 | 418 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 2 | 5 | 3 | 4 | 1 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 2 | 5 | 3 | 4 | 4.0 | 1 | 3 | 1 |
| 418 | 419 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 1 | 2 | 1 | 5 | 5 | 3 | 2 | 3 | 5 | 4 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 | 3 | 1 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 5.0 | 5 | 2 | 5 |
| 419 | 420 | 26 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 1 | 1 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4.0 | 4 | 4 | 2 |
| 420 | 421 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 3 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 421 | 422 | 22 | 1 | 3 | 2 | 1 | 2 | 1 | 3 | 2 | 3 | 1 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 1 | 2 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 3 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 2 |
| 422 | 423 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 3 | 3 | 1 | 2 | 1 | 4 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 2 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 2 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 3.0 | 4 | 4 | 4 |
| 423 | 424 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 6 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 424 | 425 | 21 | 1 | 3 | 5 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 5 | 2 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 4 | 1 | 6 | 1 | 3 | 1 | 4 | 3 | 2 | 3 | 5 | 4 | 5.0 | 3 | 5 | 4 |
| 425 | 426 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 4 | 2 | 1 | 1 | 6 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 5 | 5 | 5 | 1 | 4 | 2 | 4 | 1 | 5 | 4 | 5 | 5 | 4 | 2 | 2 | 5 | 6 | 2 | 4 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 4.0 | 4 | 3 | 3 |
| 426 | 427 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 3 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 1 | 5 | 5 | 3 | 3 | 1 | 4 | 5 | 1 | 3 | 3 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 4.0 | 3 | 3 | 3 |
| 427 | 428 | 20 | 1 | 3 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 6 | 1 | 1 | 4 | 2 | 2 | 1 | 6 | 3 | 5 | 4 | 3 | 1 | 5 | 2 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 4 | 1 | 2 | 4 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 2 | 3 | 5.0 | 5 | 2 | 4 |
| 428 | 429 | 21 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 4 | 1 | 6 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 5 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 429 | 430 | 20 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 4 | 2 | 1 | 2 | 2 | 1 | 2 | 1 | 1 | 3 | 1 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 3 | 4.0 | 5 | 4 | 2 |
| 430 | 431 | 21 | 1 | 3 | 5 | 1 | 2 | 1 | 1 | 3 | 2 | 1 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 4 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 5.0 | 5 | 5 | 4 |
| 431 | 432 | 21 | 1 | 3 | 3 | 3 | 1 | 2 | 2 | 3 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 4 | 5 | 2 |
| 432 | 433 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 2 | 5 | 2 | 3 | 4 | 2 | 1 | 1 | 4 | 5 | 5 | 3 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 | 1 | 3 | 1 | 1 | 5 | 1 | 2 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 3 | 5 | 3 | 3 | 5.0 | 5 | 3 | 2 |
| 433 | 434 | 21 | 1 | 3 | 3 | 1 | 2 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 434 | 435 | 21 | 1 | 3 | 1 | 4 | 2 | 2 | 2 | 4 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 4 | 1 | 3 | 2 | 5 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 4 | 1 | 1 | 2 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 7 | 1 | 4 | 1 | 5 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 435 | 436 | 23 | 1 | 3 | 3 | 1 | 1 | 1 | 5 | 4 | 2 | 4 | 1 | 2 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 5 | 3 | 4 | 5 | 3 | 2 | 5.0 | 3 | 3 | 3 |
| 436 | 437 | 23 | 1 | 3 | 4 | 3 | 2 | 1 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 1 | 1 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 5.0 | 3 | 3 | 3 |
| 437 | 438 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 4 | 1 | 2 | 2 | 2 | 4 | 3 | 2 | 1 | 2 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 3 | 2 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 438 | 439 | 21 | 1 | 3 | 5 | 2 | 1 | 1 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 6 | 3 | 5 | 2 | 4 | 3 | 4 | 3 | 2 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4 | 4 | 1 | 2 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 439 | 440 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 2 | 4 | 2 | 2 | 1 | 2 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 5 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 440 | 441 | 22 | 1 | 3 | 5 | 1 | 1 | 1 | 4 | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
| 441 | 442 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 3 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 5 | 6 | 4 | 3 | 4 | 6 | 4 | 6 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 3.0 | 3 | 2 | 3 |
| 442 | 443 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 5 | 3 | 5 | 1 | 3 | 1 | 1 | 3 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4.0 | 5 | 2 | 2 |
| 443 | 444 | 21 | 1 | 3 | 4 | 2 | 1 | 1 | 2 | 3 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 6 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 1 | 5 | 1 | 5 | 5 | 1 | 1 | 5 | 3 | 5 | 1 | 6 | 6 | 6 | 6 | 5 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 2 | 2 |
| 444 | 445 | 22 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 1 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 1 | 1 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5.0 | 3 | 2 | 2 |
| 445 | 446 | 20 | 1 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 6 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 3.0 | 2 | 1 | 2 |
| 446 | 447 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 2 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 2 |
| 447 | 448 | 20 | 1 | 3 | 3 | 3 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 2 | 4 | 5.0 | 4 | 4 | 3 |
| 448 | 449 | 21 | 1 | 3 | 3 | 2 | 1 | 1 | 4 | 2 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 1 | 6 | 5 | 4 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 449 | 450 | 28 | 1 | 3 | 5 | 2 | 1 | 1 | 1 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 450 | 451 | 21 | 1 | 1 | 2 | 3 | 1 | 1 | 5 | 3 | 3 | 4 | 1 | 2 | 1 | 1 | 2 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 451 | 452 | 21 | 1 | 3 | 5 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 2 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4.0 | 4 | 4 | 3 |
| 452 | 453 | 27 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 5 | 5 | 2 | 1 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 5 | 5 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 453 | 454 | 22 | 1 | 3 | 5 | 2 | 1 | 2 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 454 | 455 | 22 | 1 | 3 | 4 | 4 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 455 | 456 | 21 | 1 | 3 | 5 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 5 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 1 | 5.0 | 5 | 2 | 1 |
| 456 | 457 | 21 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 3 | 3 | 1 | 3 | 3 | 1 | 1 | 2 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 5 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 5.0 | 4 | 2 | 2 |
| 457 | 458 | 21 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 5 | 5 | 5 | 7 | 2 | 2 | 2 | 4 | 2 | 3 | 5 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 458 | 459 | 22 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 4 | 1 | 3 | 4 | 1 | 1 | 2 | 2 | 3 | 5 | 3 | 3 | 3 | 2 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 4 | 4 | 6 | 6 | 4 | 1 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 2 |
| 459 | 460 | 22 | 1 | 3 | 3 | 1 | 1 | 2 | 1 | 3 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 3 | 5 | 1 | 1 | 4 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 3 |
| 460 | 461 | 21 | 1 | 3 | 3 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 4 | 2 | 1 | 1 | 1 | 1 | 4 | 5 | 5 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 4 | 4.0 | 4 | 2 | 2 |
| 461 | 462 | 25 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 4.0 | 4 | 3 | 4 |
| 462 | 463 | 23 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 5 | 5 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 2 | 5.0 | 3 | 2 | 1 |
| 463 | 464 | 21 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 464 | 465 | 22 | 1 | 3 | 4 | 3 | 2 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 1 | 6 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 5 |
| 465 | 466 | 21 | 1 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 1 | 5.0 | 1 | 1 | 1 |
| 466 | 467 | 20 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 5 | 4 |
| 467 | 468 | 21 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 1 | 4 | 5 | 1 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 3 | 3 |
| 468 | 469 | 23 | 1 | 3 | 4 | 1 | 1 | 1 | 5 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 2 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 2 | 1 | 1 | 2 | 1 | 2 | 3 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 469 | 470 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 3 | 3.0 | 3 | 3 | 3 |
| 470 | 471 | 25 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 471 | 472 | 23 | 1 | 3 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 3 | 5 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 | 1 | 1 | 2 | 1 | 5 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 5 | 3 | 1 | 1 | 4 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3.0 | 5 | 3 | 4 |
| 472 | 473 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 4 | 2 | 3 | 3 | 4 | 4 | 1 | 1 | 2 | 1 | 5 | 6 | 5 | 3 | 2 | 2 | 4 | 4 | 2 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 3 | 3 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 7 | 1 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 5.0 | 3 | 4 | 4 |
| 473 | 474 | 21 | 1 | 3 | 1 | 1 | 1 | 1 | 4 | 2 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 2.0 | 4 | 4 | 2 |
| 474 | 475 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 5 | 2 | 3 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 5 | 5 | 3 |
| 475 | 476 | 22 | 1 | 3 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 3 | 1 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 2 | 5 | 5 | 4 | 5 | 4 | 3 | 1 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 3 | 5 | 5 | 1 | 1 | 1 | 1 | 5 | 2 | 1 | 2 | 3 | 7 | 7 | 1 | 1 | 1 | 5 | 7 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 4.0 | 5 | 5 | 4 |
| 476 | 477 | 20 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 2 | 4.0 | 5 | 3 | 2 |
| 477 | 478 | 22 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 5 | 3 | 3 | 3 | 1 | 1 | 4 | 2 | 3 | 5 | 2 | 4 | 3 | 5 | 5 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 478 | 479 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 479 | 480 | 22 | 1 | 3 | 5 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 4 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 1 | 1 | 4 | 1 | 5 | 1 | 5 | 6 | 5 | 5 | 6 | 4 | 5 | 1 | 2 | 1 | 4 | 2 | 1 | 5 | 3 | 2 | 4.0 | 2 | 1 | 1 |
| 480 | 481 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 2 | 3 | 5 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 1 | 1 | 5 | 1 | 5 | 1 | 3 | 1 | 5 | 1 | 1 | 3 | 3 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 4.0 | 3 | 3 | 3 |
| 481 | 482 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 2 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 4 | 4 | 3 | 5 | 1 | 1 | 2 | 1 | 4 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 482 | 483 | 22 | 1 | 3 | 6 | 1 | 1 | 1 | 3 | 2 | 2 | 1 | 1 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 4 | 3 | 2 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 4 | 1 | 4 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 5 | 4 | 4 |
| 483 | 484 | 24 | 1 | 3 | 2 | 2 | 1 | 2 | 4 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 2 | 2 | 3 | 2 | 5 | 3 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 3 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 484 | 485 | 22 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 4 | 1 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 3 | 1 | 5 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 1 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 485 | 486 | 28 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 2 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 2 | 4 | 3 | 4 | 3 | 4 | 4 | 1 | 2 | 1 | 3 | 1 | 2 | 3 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 3 | 5.0 | 3 | 5 | 4 |
| 486 | 487 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 1 | 1 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 3 | 2 | 3 | 3 | 5 | 3 | 4 | 1 | 5 | 1 | 2 | 1 | 1 | 3 | 1 | 3 | 5 | 6 | 3 | 4 | 6 | 6 | 4 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 487 | 488 | 22 | 1 | 1 | 2 | 1 | 1 | 2 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 1 | 4 | 3 | 2 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 3 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5.0 | 3 | 4 | 3 |
| 488 | 489 | 24 | 1 | 3 | 4 | 1 | 1 | 1 | 3 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 3 | 4 | 5 | 3 | 3 | 5 | 3 | 1 | 3 | 3 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 1 | 3 | 2 | 1 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 489 | 490 | 23 | 1 | 3 | 2 | 1 | 1 | 2 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 1 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 5.0 | 4 | 3 | 3 |
| 490 | 491 | 22 | 1 | 3 | 1 | 1 | 2 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 6 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 4 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 491 | 492 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 2 | 4 | 5 | 4 | 3 | 3 | 5 | 3 | 2 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 492 | 493 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 493 | 494 | 22 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 3 | 3 | 2 | 3 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 4 |
| 494 | 495 | 21 | 1 | 3 | 2 | 1 | 1 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 2 | 5.0 | 2 | 2 | 2 |
| 495 | 496 | 23 | 1 | 3 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 4 | 3 | 3 | 4 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 3 | 3 | 3 | 1 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5.0 | 5 | 3 | 1 |
| 496 | 497 | 24 | 1 | 3 | 6 | 2 | 2 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 | 1 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4.0 | 3 | 3 | 4 |
| 497 | 498 | 25 | 1 | 3 | 3 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 1 | 4 | 2 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 498 | 499 | 24 | 1 | 3 | 3 | 2 | 1 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 3 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 3.0 | 4 | 3 | 3 |
| 499 | 500 | 25 | 1 | 3 | 1 | 1 | 1 | 2 | 1 | 3 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 4 | 2 | 3 | 4 | 5 | 2 | 3 | 4 | 5 | 3 | 5 | 4 | 2 | 1 | 2 | 2 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 5 | 3 | 5 | 3 | 1 | 1 | 5 | 1 | 3 | 1 | 1 | 2 | 1 | 5 | 5 | 5 | 5 | 2 | 1 | 5 | 3 | 4 | 2 | 5 | 1 | 2 | 5 | 3 | 2 | 4.0 | 5 | 1 | 3 |
| 500 | 501 | 21 | 1 | 3 | 2 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 2 | 3 | 4 | 2 | 2 | 1 | 1 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 501 | 502 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 6 | 3 | 3 | 4 | 6 | 3 | 3 | 1 | 4 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 1 | 1 |
| 502 | 503 | 22 | 1 | 3 | 2 | 1 | 1 | 1 | 5 | 2 | 3 | 3 | 1 | 2 | 1 | 2 | 1 | 1 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 503 | 504 | 26 | 1 | 3 | 2 | 1 | 1 | 2 | 1 | 4 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 2 | 2 | 3 | 5 | 4 | 2 | 1 | 4 | 5 | 3 | 5 | 4 | 4 | 5 | 2 | 4 | 3 | 5 | 2 | 1 | 4 | 5 | 4 | 2 | 4 | 1 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 2 | 2 | 1 | 2 | 5 | 2 | 1 | 2 | 3 | 2 | 3 | 3 | 1 | 4 | 2 | 6 | 3 | 5 | 3 | 4 | 3 | 3 | 5 | 2 | 4 | 1.0 | 5 | 4 | 2 |
| 504 | 505 | 21 | 1 | 3 | 6 | 4 | 1 | 1 | 1 | 2 | 2 | 4 | 2 | 3 | 4 | 2 | 1 | 1 | 2 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 505 | 506 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 4 | 2 | 2 | 2 | 2 | 3 | 3 | 1 | 1 | 2 | 6 | 3 | 4 | 5 | 4 | 1 | 3 | 4 | 5 | 3 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 2 | 3 | 5 | 3 | 2 | 3 | 2 | 4 | 2 | 3 | 2 | 2 | 3 | 2 | 3 | 4 | 5 | 4 | 4 | 5 | 3 | 1 | 3 | 4 | 2 | 4 | 3 | 5.0 | 3 | 4 | 2 |
| 506 | 507 | 23 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 2 | 3 | 3 | 2 | 3 | 3.0 | 2 | 1 | 2 |
| 507 | 508 | 21 | 0 | 3 | 4 | 4 | 2 | 1 | 1 | 3 | 3 | 3 | 2 | 2 | 3 | 2 | 1 | 1 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 508 | 509 | 27 | 1 | 3 | 2 | 2 | 1 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 4 | 3 |
| 509 | 510 | 22 | 1 | 3 | 2 | 4 | 1 | 1 | 4 | 2 | 4 | 4 | 1 | 4 | 3 | 2 | 2 | 1 | 3 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 1 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 4 | 5 | 5 | 1 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 5 | 3 | 4.0 | 4 | 4 | 2 |
| 510 | 511 | 22 | 1 | 3 | 3 | 2 | 1 | 2 | 1 | 2 | 2 | 3 | 2 | 2 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 5 | 2 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 5 | 5.0 | 1 | 1 | 1 |
| 511 | 512 | 21 | 1 | 3 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 2 | 3 | 2 | 1 | 1 | 1 | 3 | 5 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 5 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 3 | 5 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 5 | 1 | 1 | 4 | 4 | 2 | 2 | 4 | 2 | 1 | 4 | 4 | 3 | 5.0 | 5 | 2 | 3 |
| 512 | 513 | 23 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 3 | 2 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 1 | 3 | 1 | 3 | 1 | 3 | 1 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 513 | 514 | 21 | 0 | 3 | 4 | 2 | 2 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 2 | 1 | 1 | 2 | 1 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 1 | 1 | 4 | 1 | 2 | 2 | 3 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 3 | 1 | 1 | 3 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 3 | 4.0 | 4 | 5 | 3 |
| 514 | 515 | 22 | 1 | 3 | 6 | 1 | 1 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 5 | 5 | 2 | 2 | 5 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 3 | 4 | 5 | 2 | 1 | 2 | 3 | 2 | 5 | 1 | 1 | 1 | 5 | 6 | 5 | 5 | 4 | 6 | 5 | 5 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 3 | 5.0 | 2 | 4 | 1 |
| 515 | 516 | 22 | 1 | 4 | 6 | 1 | 1 | 2 | 4 | 4 | 1 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 5 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 3 | 1 | 2 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 4.0 | 2 | 1 | 1 |
| 516 | 517 | 25 | 0 | 4 | 4 | 4 | 2 | 1 | 1 | 2 | 4 | 6 | 1 | 1 | 1 | 1 | 1 | 4 | 3 | 6 | 5 | 4 | 4 | 3 | 5 | 5 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 517 | 518 | 18 | 0 | 2 | 4 | 4 | 1 | 1 | 4 | 1 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 518 | 519 | 21 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 519 | 520 | 22 | 1 | 3 | 4 | 2 | 2 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 2 | 1 | 2 | 1 | 3 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 3 | 1 | 3 | 1 | 3 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 520 | 521 | 18 | 0 | 2 | 4 | 2 | 2 | 1 | 2 | 2 | 1 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 5 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 3 | 3 | 4 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 6 | 6 | 6 | 6 | 6 | 6 | 6 | 4 | 3 | 3 | 5 | 2 | 5 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 521 | 522 | 21 | 1 | 3 | 2 | 1 | 2 | 1 | 1 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 5.0 | 5 | 5 | 5 |
| 522 | 523 | 20 | 1 | 2 | 4 | 2 | 1 | 1 | 3 | 2 | 2 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 523 | 524 | 23 | 1 | 3 | 4 | 3 | 2 | 1 | 3 | 1 | 2 | 3 | 1 | 1 | 1 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 4 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 2 | 5 | 4 | 4 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 524 | 525 | 23 | 0 | 3 | 4 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 1 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 525 | 526 | 22 | 0 | 3 | 4 | 2 | 1 | 2 | 5 | 4 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 1 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 2 | 3 | 3 | 3 | 1 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 526 | 527 | 22 | 0 | 3 | 4 | 4 | 1 | 1 | 5 | 1 | 4 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | 1 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
#Creating a new dataframe to reverse code some features
data2['Gender']=data2['Gender'].map(Gender_Code)
data2['Education']=data2['Education'].map(Edu_Code)
data2['Father Occupation']=data2['Father Occupation'].map(Parent_Occu_Code)
data2['Household Income']=data2['Household Income'].map(Household_Income_Code)
data2['Native (Rural/Urban)']=data2['Native (Rural/Urban)'].map(Nativity_Code)
data2['Handset Brand']=data2['Handset Brand'].map(Handset_Brand_Code)
data2['Handset Selection Reason']=data2['Handset Selection Reason'].map(Handset_Selection_Code)
data2['Handset Cost']=data2['Handset Cost'].map(Handset_Cost_Code)
data2['Handset Age']=data2['Handset Age'].map(Handset_Age_Code)
data2['Calls Receiving per day']=data2['Calls Receiving per day'].map(Calls_Rec_Code)
data2['SMS Receiving per day']=data2['SMS Receiving per day'].map(SMS_Rec_Code)
data2['SMS Sending per day']=data2['SMS Sending per day'].map(SMS_Send_Code)
data2['Monthly Mobile Expenditure']=data2['Monthly Mobile Expenditure'].map(Mobile_Expend_Code)
data2['Current Service Provider']=data2['Current Service Provider'].map(Service_Provider_Code)
data2['Current Service Provider Age']=data2['Current Service Provider Age'].map(Service_Provider_Age_Code)
sns.countplot(x='Education',data=data2)
plt.xticks( rotation=45, ha='right') # Adjust rotation and ha as needed
(array([0, 1, 2, 3]), [Text(0, 0, '2-U.G.'), Text(1, 0, '3-P.G.'), Text(2, 0, '4-Research scholars'), Text(3, 0, '1-Intermediate/equivalent')])
sns.countplot(x='Education'
,data=data2
,hue='Gender')
plt.xticks( rotation=45, ha='right') # Adjust rotation and ha as needed
(array([0, 1, 2, 3]), [Text(0, 0, '2-U.G.'), Text(1, 0, '3-P.G.'), Text(2, 0, '4-Research scholars'), Text(3, 0, '1-Intermediate/equivalent')])
sns.countplot(x='Gender'
,data=data2)
<Axes: xlabel='Gender', ylabel='count'>
data2.iloc[:,4].value_counts()
2-Farmer 204 4-Employee 162 5-Business 63 3-Self-Employed 38 1-Coolie 37 6-Others 23 Name: Father Occupation, dtype: int64
data2.iloc[:,4].map(Parent_Occu_Code).value_counts()
Series([], Name: Father Occupation, dtype: int64)
sns.countplot(x='Father Occupation'
,data=data2
)
plt.xticks( rotation=45, ha='right') # Adjust rotation and ha as needed
plt.show()
sns.countplot(x='Household Income'
,data=data2)
plt.xticks( rotation=45, ha='right') # Adjust rotation and ha as needed
(array([0, 1, 2, 3]), [Text(0, 0, '2-Rs.5000-10000'), Text(1, 0, '1-<Rs.5000'), Text(2, 0, '3-Rs.10000-15000'), Text(3, 0, '4->15000')])
sns.countplot(x='Handset Brand'
,data=data2)
<Axes: xlabel='Handset Brand', ylabel='count'>
sns.countplot(x='Handset Cost'
,data=data2)
<Axes: xlabel='Handset Cost', ylabel='count'>
Handset_cost = pd.DataFrame(data2.groupby('Handset Cost')['Handset Cost'].count())
Handset_cost['Handset cost%']=Handset_cost['Handset Cost']/Handset_cost['Handset Cost'].sum()*100
Handset_cost
| Handset Cost | Handset cost% | |
|---|---|---|
| Handset Cost | ||
| 1-<Rs.1500 | 89 | 16.888046 |
| 2-Rs.1500-2500 | 224 | 42.504744 |
| 3-Rs.2500-5000 | 144 | 27.324478 |
| 4->Rs.5000 | 70 | 13.282732 |
plt.figure(figsize=(5,5))
plt.pie(Handset_cost['Handset Cost'], autopct="%1.1f%%")
plt.show()
Handset_cost2=data2.dropna(subset=["Handset Cost"])
Handset_cost2=data2.groupby("Handset Cost")
Handset_cost21 = Handset_cost2.size().sort_values(ascending = False)
Handset_cost21 = Handset_cost21.to_frame('Count').reset_index()
Handset_cost21['Handset Cost %']=Handset_cost21['Count']/Handset_cost21['Count'].sum()*100
Handset_cost21
Handset_cost21.head(10)
| Handset Cost | Count | Handset Cost % | |
|---|---|---|---|
| 0 | 2-Rs.1500-2500 | 224 | 42.504744 |
| 1 | 3-Rs.2500-5000 | 144 | 27.324478 |
| 2 | 1-<Rs.1500 | 89 | 16.888046 |
| 3 | 4->Rs.5000 | 70 | 13.282732 |
plt.figure(figsize=(5,5))
plt.pie(Handset_cost21['Count'],labels=Handset_cost21["Handset Cost"], autopct="%1.1f%%")
plt.show()
plt.figure(figsize=(5,5))
colors = ['green', 'blue', 'orange', 'red', 'yellow', 'indigo']
#plt.bar(x=Handset_cost21["Handset Cost"].map(Handset_Cost_Code),height=Handset_cost21['Handset Cost %'],color=colors)
plt.bar(x=Handset_cost21["Handset Cost"],height=Handset_cost21['Handset Cost %'],color=colors
)
# Set x-axis tick positions and labels
#plt.xticks(Handset_cost21["Handset Cost"], labels=Handset_cost21["Handset Cost"].map(Handset_Cost_Code),rotation=35)
plt.xticks(rotation=35)
#plt.legend()
# plt.xlabel('Handset Cost')
# plt.ylabel('Handset Cost Percentage')
# plt.title('Handset Cost Distribution')
plt.show()
# Assuming 'data2' is your DataFrame
columns_of_interest = [ 'Gender', 'Education', 'Father Occupation',
'Household Income','Native (Rural/Urban)', 'Handset Brand',
'Handset Selection Reason', 'Handset Cost', 'Handset Age',
'Calls Receiving per day', 'SMS Receiving per day',
'SMS Sending per day', 'Monthly Mobile Expenditure',
'Current Service Provider', 'Current Service Provider Age',]
for column in columns_of_interest:
# Drop NaN values and group by the specified column
data2[column] = data2[column].astype('category')
grouped_data = data2.dropna(subset=[column]).groupby(column)
# Create a DataFrame with counts and percentages
data_grouped = grouped_data.size().to_frame('Count').reset_index()
data_grouped['Percentage'] = data_grouped['Count'] / data_grouped['Count'].sum() * 100
# Sort the DataFrame by the column of interest
data_grouped = data_grouped.sort_values(by=column, ascending=True)
# Plot the bar chart
plt.figure(figsize=(5, 5))
colors = ['green', 'blue', 'orange', 'red', 'yellow', 'indigo','cyan']
plt.bar(x=data_grouped[column], height=data_grouped['Percentage'], color=colors, alpha=0.7)
plt.xticks(range(len(data_grouped)), rotation=35)
plt.xlabel(column)
plt.ylabel('Percentage')
plt.title(f'Distribution of {column}')
plt.show()
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Gender', 'Education', 'Father Occupation',
'Household Income', 'Native (Rural/Urban)','Handset Brand',
'Handset Selection Reason', 'Handset Cost', 'Handset Age',
'Calls Receiving per day', 'SMS Receiving per day',
'SMS Sending per day', 'Monthly Mobile Expenditure',
'Current Service Provider', 'Current Service Provider Age',]
for column in columns_of_interest:
# Drop NaN values and group by the specified column
data2[column] = data2[column].astype('category')
grouped_data = data2.dropna(subset=[column]).groupby(column)
# Create a DataFrame with counts and percentages
data_grouped = grouped_data.size().to_frame('Count').reset_index()
data_grouped['Percentage'] = data_grouped['Count'] / data_grouped['Count'].sum() * 100
# Sort the DataFrame by the column of interest
data_grouped = data_grouped.sort_values(by=column, ascending=True)
# Calculate the number of categories
num_categories = len(data_grouped)
# Adjust the figure size based on the number of categories
fig_size = (min(8, num_categories * 1.1), min(6, num_categories*1.1)) # Minimum figure size of 8 inches
# Plot the bar chart
plt.figure(figsize=fig_size)
colors = ['green', 'blue', 'orange', 'red', 'yellow', 'indigo', 'cyan']
bars = plt.bar(x=data_grouped[column], height=data_grouped['Percentage'], color=colors, alpha=0.7)
# Add value labels on each bar
for bar in bars:
yval = bar.get_height()
plt.text(bar.get_x() + bar.get_width() / 2, yval, f'{round(yval, 1)}%', ha='center', va='bottom')
plt.xticks(range(len(data_grouped)), rotation=35)
plt.xlabel(column)
plt.ylabel('Percentage')
plt.title(f'Distribution of {column}')
plt.show()
In this Chapter we make an attempt to describe some of the features of the sample under study. Particularly, we are interested in knowing whether there exists any association be- tween a few selected pairs of classification variables; if an association exists, then to know the strength and direction of the association. The classification variables we come across in our project work are of categorical in nature. Categorical variables are usually classified as being of two basic types: nominal and ordinal. Nominal variables involve categories that have no particular order. Sex, make of hand set, occupation, birth place etc are examples of nominal variables. Categories associated with an ordinal variable have some inherent ordering. Some examples of ordinal variables are income groups, monthly expenditure towards mobile, years of education etc. Statisticians have developed a number of techniques to analyze and explain categorical data. One such technique that examines the relationship between two categorical variables is contingency table analysis. In Section 2, we briefly review contingency tables, statistical measures that detect the association between the classification variables of a con- tingency table, and measures that quantify the association are described. These are then used in the analysis of the contingency tables.
The cross tables analysis is used to answer questions such as:
It is a technique that describes two or more variables simultaneously. It results in tables that reflects the joint distributions of two or more variables that have a finite number of categories or distinct values. It is a technique of merging the frequency distributions of two or more variables into a single table. It helps to understand whether one classification variable such as Income relates to another classification variable such as the Handset Cost owned by an individual. In general, the margins of a cross table show the same information as the frequency tables of the individual variables. These tables are also known as contingency tables. Cross tables are widely used because a series of cross tabulations may give good insight of a complex phenomenon than a single multivariate analysis.
In the analysis of cross tables, we are primarily interested in
To test the homogeneity as well as the statistical significance of the observed association in a cross table, we usually use the Chi-square statistic.
To test the homogeneity as well as the statistical significance of the observed association in a cross table, we usually use the Chi-square statistic.
The Chi-square statistic is used to determine whether a systematic association exists between two classification variables. We test the null hypothesis,
H0 = There is no association between two classification variables.
Ha = The two variables are associated.
The test is proceeded by computing the expected cell frequencies if no association were present between the variables, given the row and column totals. In an I × J cross-table, the expected frequency of any cell is obtained by the product of the corresponding row and column totals divided by the grand total. Let nI , nJ , and n denoted the number of observations in a row , in a column and in the table respectively. Then the expected frequencies corresponding to a cell is computed as follows:
After computing the expected cell frequencies, they are compared to the observed cell fre- quencies(O). Their discrepancy is quantified by computing
The calculated value of chi square is then compared with the tabulated value for a given d.f (I-1)(J-1) at a specified level of significance alpha ,where I denotes the no.of rows and J denotes the no. of columns.
To apply this test procedure we assume that separate random samples are obtained from each of two or more populations to determine whether the responses related to a single categorical variable are consistent across populations. The Chi-square test is conducted in exactly the same way as in the case of test for independence. The only difference in the analysis is in the statement of the hypotheses and the conclusions made.
The hypotheses are stated as follows:
H0 = The distribution of categorical variable is the same across the populations .
Ha = The distribution of categorical variable differs across the populations .
If the association between the classification variables is found to be significant, then we want to measure it. These measures are grouped into two categories nominal and ordinal basing on the classification variables involved. If the classification variables are nominal, then the association between them is measured by using statistics such as
On the other hand, if the classification variables are ordinal, then we use the measures such as
It might be argued that INCOME forms a series of strata, so that it should be considered
as a factor. A similar statement can be made with respect to the COST as well. Since
INCOME and COST of the mobile were queried simultaneously, we will treat both of them
as random. The usual assumptions lead to a multinomial distribution with I×J levels. That
is, let Yij denote the count in the (i, j) cell for a sample of size n. Then, the multinomial
parameters are pij , which are the probabilities of a randomly selected individual being at
level i of the first response and level j of the second response. Under this model there is only
one constraint, which can be written in two ways:
The corresponding null hypothesis is that the variables are independent. This means that
the probabilities of the joint events in the cells can be written in terms of the marginal
probabilities. That is,
This hypothesis is to tested against the alternative hypothesis
The income groups and the costs of the mobile phones are coded as follows:
| Income Groups | Income Group Code |
|---|---|
| < 5,000 | 1 |
| 5,000 - 10,000 | 2 |
| 10,000 - 15,000 | 3 |
| > 15,000 | 4 |
| Handset Cost | Handset Cost Code |
|---|---|
| < 1,500 | 1 |
| 1,500 - 2,500 | 2 |
| 2,500 - 5,000 | 3 |
| > 5,000 | 4 |
data2.groupby(['Household Income']).size()
Household Income 1-<Rs.5000 171 2-Rs.5000-10000 177 3-Rs.10000-15000 111 4->15000 68 dtype: int64
data2.groupby(['Household Income', 'Handset Cost']).size()
Household Income Handset Cost
1-<Rs.5000 1-<Rs.1500 44
2-Rs.1500-2500 83
3-Rs.2500-5000 36
4->Rs.5000 8
2-Rs.5000-10000 1-<Rs.1500 26
2-Rs.1500-2500 88
3-Rs.2500-5000 47
4->Rs.5000 16
3-Rs.10000-15000 1-<Rs.1500 15
2-Rs.1500-2500 38
3-Rs.2500-5000 38
4->Rs.5000 20
4->15000 1-<Rs.1500 4
2-Rs.1500-2500 15
3-Rs.2500-5000 23
4->Rs.5000 26
dtype: int64
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Handset Cost']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Calculate the percentages within each category
percentages = selected_data.groupby(['Household Income', 'Handset Cost']).size() / selected_data.groupby(['Household Income']).size() * 100
percentages = percentages.reset_index(name='Percentage')
# Create a grouped bar chart using Seaborn
plt.figure(figsize=(8,6))
ax = sns.barplot(data=percentages, x='Household Income', y='Percentage', hue='Handset Cost', palette='rainbow')
# Add data labels for each bar
for p in ax.patches:
ax.annotate(f'{p.get_height():.1f}%', (p.get_x() + p.get_width() / 2., p.get_height()),
ha='center', va='center', xytext=(0, 10), textcoords='offset points')
# Move the legend outside the plot
ax.legend(loc='upper left', bbox_to_anchor=(1, 1))
plt.xlabel('Household Income')
plt.ylabel('Percentage')
plt.title('Distribution of Household Income and Handset Cost (Percentage)')
plt.show()
From the above graph we can observe that
From the above inferences, it seems that there is some association between Income level and Hand-set cost. We will verify this by constructing a Income × Cost cross-table. Our data set has resulted in the following cross-table for Income versus Cost of the mobile.
#The cross table for Income × Cost has resulted in the following:
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Handset Cost']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation
cross_tab = pd.crosstab(selected_data['Handset Cost'],selected_data['Household Income']
, margins=True, margins_name='Total')
# Display the crosstab
print(cross_tab)
cross_tab
Household Income 1-<Rs.5000 2-Rs.5000-10000 3-Rs.10000-15000 4->15000 \ Handset Cost 1-<Rs.1500 44 26 15 4 2-Rs.1500-2500 83 88 38 15 3-Rs.2500-5000 36 47 38 23 4->Rs.5000 8 16 20 26 Total 171 177 111 68 Household Income Total Handset Cost 1-<Rs.1500 89 2-Rs.1500-2500 224 3-Rs.2500-5000 144 4->Rs.5000 70 Total 527
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total |
|---|---|---|---|---|---|
| Handset Cost | |||||
| 1-<Rs.1500 | 44 | 26 | 15 | 4 | 89 |
| 2-Rs.1500-2500 | 83 | 88 | 38 | 15 | 224 |
| 3-Rs.2500-5000 | 36 | 47 | 38 | 23 | 144 |
| 4->Rs.5000 | 8 | 16 | 20 | 26 | 70 |
| Total | 171 | 177 | 111 | 68 | 527 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Handset Cost']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Handset Cost'], selected_data['Household Income'], margins=True, margins_name='Total')
# Calculate expected counts using chi-squared test
_, _, _, expected = chi2_contingency(observed_cross_tab)
# Create a DataFrame for expected counts
expected_cross_tab = pd.DataFrame(expected, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
# Display both observed and expected crosstabs
# print("Observed Counts:")
# print(observed_cross_tab)
# print("\nExpected Counts:")
# print(expected_cross_tab)
# Combine observed and expected counts into a single DataFrame
combined_cross_tab = pd.concat([observed_cross_tab, expected_cross_tab], keys=['Observed', 'Expected'], axis=0)
# Display the combined crosstab
#print(combined_cross_tab)
combined_cross_tab
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total | |
|---|---|---|---|---|---|---|
| Handset Cost | ||||||
| Observed | 1-<Rs.1500 | 44.000000 | 26.000000 | 15.000000 | 4.000000 | 89.0 |
| 2-Rs.1500-2500 | 83.000000 | 88.000000 | 38.000000 | 15.000000 | 224.0 | |
| 3-Rs.2500-5000 | 36.000000 | 47.000000 | 38.000000 | 23.000000 | 144.0 | |
| 4->Rs.5000 | 8.000000 | 16.000000 | 20.000000 | 26.000000 | 70.0 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.0 | |
| Expected | 1-<Rs.1500 | 28.878558 | 29.891841 | 18.745731 | 11.483871 | 89.0 |
| 2-Rs.1500-2500 | 72.683112 | 75.233397 | 47.180266 | 28.903226 | 224.0 | |
| 3-Rs.2500-5000 | 46.724858 | 48.364326 | 30.330171 | 18.580645 | 144.0 | |
| 4->Rs.5000 | 22.713472 | 23.510436 | 14.743833 | 9.032258 | 70.0 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.0 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Handset Cost']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Handset Cost'], selected_data['Household Income'], margins=True, margins_name='Total')
# Calculate expected counts using chi-squared test
_, _, _, expected = chi2_contingency(observed_cross_tab)
# Create DataFrames for observed and expected counts
observed_df = pd.DataFrame(observed_cross_tab.values, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
expected_df = pd.DataFrame(expected, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
# Calculate percentages within each income group
observed_percentages = observed_df.div(observed_df.loc['Total']) * 100
#expected_percentages = expected_df.div(expected_df.loc['Total']) * 100
# Combine observed and expected counts and percentages into a single DataFrame
combined_cross_tab = pd.concat([observed_df, expected_df, observed_percentages], axis=0,
keys=['Observed', 'Expected', 'Observed (%)'])
# Display the combined crosstab with percentages
#print(combined_cross_tab)
combined_cross_tab
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total | |
|---|---|---|---|---|---|---|
| Handset Cost | ||||||
| Observed | 1-<Rs.1500 | 44.000000 | 26.000000 | 15.000000 | 4.000000 | 89.000000 |
| 2-Rs.1500-2500 | 83.000000 | 88.000000 | 38.000000 | 15.000000 | 224.000000 | |
| 3-Rs.2500-5000 | 36.000000 | 47.000000 | 38.000000 | 23.000000 | 144.000000 | |
| 4->Rs.5000 | 8.000000 | 16.000000 | 20.000000 | 26.000000 | 70.000000 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.000000 | |
| Expected | 1-<Rs.1500 | 28.878558 | 29.891841 | 18.745731 | 11.483871 | 89.000000 |
| 2-Rs.1500-2500 | 72.683112 | 75.233397 | 47.180266 | 28.903226 | 224.000000 | |
| 3-Rs.2500-5000 | 46.724858 | 48.364326 | 30.330171 | 18.580645 | 144.000000 | |
| 4->Rs.5000 | 22.713472 | 23.510436 | 14.743833 | 9.032258 | 70.000000 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.000000 | |
| Observed (%) | 1-<Rs.1500 | 25.730994 | 14.689266 | 13.513514 | 5.882353 | 16.888046 |
| 2-Rs.1500-2500 | 48.538012 | 49.717514 | 34.234234 | 22.058824 | 42.504744 | |
| 3-Rs.2500-5000 | 21.052632 | 26.553672 | 34.234234 | 33.823529 | 27.324478 | |
| 4->Rs.5000 | 4.678363 | 9.039548 | 18.018018 | 38.235294 | 13.282732 | |
| Total | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Handset Cost']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Handset Cost'], selected_data['Household Income'])
# Perform chi-squared test
chi2_stat, p_value, dof, expected = chi2_contingency(observed_cross_tab)
# Calculate minimum expected count
min_expected_count = np.min(expected)
# Count cells with expected count less than 5
cells_with_low_expected_count = np.sum(expected < 5)
cells_with_low_expected_count_pct=cells_with_low_expected_count/(observed_cross_tab.size)
# Display chi-square test results in a table
table = [
["Pearson Chi-Square", chi2_stat],
["Likelihood Ratio", chi2_contingency(observed_cross_tab, lambda_='log-likelihood')[0]],
["Linear-by-Linear Association", chi2_contingency(observed_cross_tab, correction=True)[0]],
["N of Valid Cases", selected_data.shape[0]],
["df", dof],
["Asymp. Sig (2-sided) - P-value", p_value],
["Minimum Expected Count", min_expected_count],
[f"{cells_with_low_expected_count} cells ({cells_with_low_expected_count_pct}%) have expected count less than 5."]
]
print("\nChi-Square Test Results:")
print(tabulate(table, headers=[ "Value"]))
Chi-Square Test Results:
Value
----------------------------------------------- -------------
Pearson Chi-Square 77.3253
Likelihood Ratio 71.8236
Linear-by-Linear Association 77.3253
N of Valid Cases 527
df 9
Asymp. Sig (2-sided) - P-value 5.48211e-13
Minimum Expected Count 9.03226
0 cells (0.0%) have expected count less than 5.
From the table we note that the p − value < 0.05 and hence the assumption of independence between the classification variables is rejected. Thus, there is some dependence between the factor levels of Income and Cost. Our next problem is to find out the strength of the association between the factor levels of Income and Cost of the mobile.
To measure the strength of association between categorical variables, SPSS offers several measures of association. These measures are grouped into two categories namely nominal and ordinal. Note that both the classification variables in the above crosstable are ordinal in nature. Thus, it is appropriate to use ordinal measure of association to assess the strength. Somers’ d is one such measure. Somers’ d is an ordinal directional measure that indicates the significance, strength and direction of the relationship between the row and column variables of a cross tabulation. A low significance value (typically less than 0.05) indicates that there is a relationship between the two variables. The value of the statistic can range from -1 to 1. Negative values indicate a negative relationship, and positive values indicate a positive relationship. Somers’ d is appropriate when both variables are ordinal, categorical variables.
from scipy.stats import somersd
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Handset Cost']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Calculate Somers' d in both directions
result1 = somersd(selected_data['Handset Cost'], selected_data['Household Income'])
result2 = somersd(selected_data['Household Income'], selected_data['Handset Cost'])
# Access the Somers' d statistic from the result objects
somersd_statistic1 = result1.statistic
somersd_statistic2 = result2.statistic
# Calculate the average of symmetric Somers' D
symmetric_somersd = (somersd_statistic1 + somersd_statistic2) / 2
# Calculate the standard error of Somers' D
n = len(selected_data)
se_d1 = np.sqrt(2 * (1 - somersd_statistic1 ** 2) / (n * (n - 1)))
se_d2 = np.sqrt(2 * (1 - somersd_statistic2 ** 2) / (n * (n - 1)))
se_ds = np.sqrt(2 * (1 - symmetric_somersd ** 2) / (n * (n - 1)))
# Calculate the asymptotic standard error (ASE) without assuming the null hypothesis
ase_d1 = np.sqrt(2 * (1 - somersd_statistic1 ** 2) / n)
ase_d2 = np.sqrt(2 * (1 - somersd_statistic2 ** 2) / n)
ase_ds = np.sqrt(2 * (1 - symmetric_somersd ** 2) / n)
# Create a list of dictionaries for the table with rounded values
table = [
{"": "Symmetric Somers' D:", "Value": round(symmetric_somersd, 3), "P-value": None, "Standard Error": round(se_ds, 3), "Asymptotic Standard Error": round(ase_ds, 3)},
{"": "Handset Cost Dependent Somers' D:", "Value": round(somersd_statistic2, 3), "P-value": round(result2.pvalue, 3), "Standard Error": round(se_d2, 3), "Asymptotic Standard Error": round(ase_d2, 3)},
{"": "Income Dependent Somers' D:", "Value": round(somersd_statistic1, 3), "P-value": round(result1.pvalue, 3), "Standard Error": round(se_d1, 3), "Asymptotic Standard Error": round(ase_d1, 3)},
]
# Print the table using the tabulate library
print("\nSomers' d Test Results:")
print(tabulate(table, headers="keys", tablefmt="pretty"))
Somers' d Test Results: +-----------------------------------+-------+---------+----------------+---------------------------+ | | Value | P-value | Standard Error | Asymptotic Standard Error | +-----------------------------------+-------+---------+----------------+---------------------------+ | Symmetric Somers' D: | 0.283 | | 0.003 | 0.059 | | Handset Cost Dependent Somers' D: | 0.279 | 0.0 | 0.003 | 0.059 | | Income Dependent Somers' D: | 0.288 | 0.0 | 0.003 | 0.059 | +-----------------------------------+-------+---------+----------------+---------------------------+
It might be argued that INCOME forms a series of strata, so that it should be considered
as a factor. A similar statement can be made with respect to the COST as well. Since
INCOME and EXPENDITURE of the mobile were queried simultaneously, we will treat both of them
as random. The usual assumptions lead to a multinomial distribution with I×J levels. That
is, let Yij denote the count in the (i, j) cell for a sample of size n. Then, the multinomial
parameters are pij , which are the probabilities of a randomly selected individual being at
level i of the first response and level j of the second response. Under this model there is only
one constraint, which can be written in two ways:
The corresponding null hypothesis is that the variables are independent. This means that
the probabilities of the joint events in the cells can be written in terms of the marginal
probabilities. That is,
This hypothesis is to tested against the alternative hypothesis
The income groups and the expenditures of the mobile phones are coded as follows:
| Income Groups | Code |
|---|---|
| < 5,000 | 1 |
| 5,000 - 10,000 | 2 |
| 10,000 - 15,000 | 3 |
| > 15,000 | 4 |
| Monthly Expenditure | Code |
|---|---|
| < 300 | 1 |
| 300 - 500 | 2 |
| 500 - 1,000 | 3 |
| > 1,000 | 4 |
data2.groupby(['Household Income']).size()
Household Income 1-<Rs.5000 171 2-Rs.5000-10000 177 3-Rs.10000-15000 111 4->15000 68 dtype: int64
data2.groupby(['Household Income', 'Monthly Mobile Expenditure']).size()
Household Income Monthly Mobile Expenditure
1-<Rs.5000 1-<Rs.300 142
2-Rs.300-500 22
3-Rs.500-1000 4
4->Rs.1000 3
2-Rs.5000-10000 1-<Rs.300 117
2-Rs.300-500 50
3-Rs.500-1000 3
4->Rs.1000 7
3-Rs.10000-15000 1-<Rs.300 70
2-Rs.300-500 24
3-Rs.500-1000 12
4->Rs.1000 5
4->15000 1-<Rs.300 42
2-Rs.300-500 17
3-Rs.500-1000 6
4->Rs.1000 3
dtype: int64
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Calculate the percentages within each category
percentages = selected_data.groupby(['Household Income', 'Monthly Mobile Expenditure']).size() / selected_data.groupby(['Household Income']).size() * 100
percentages = percentages.reset_index(name='Percentage')
# Create a grouped bar chart using Seaborn
plt.figure(figsize=(8,6))
ax = sns.barplot(data=percentages, x='Household Income', y='Percentage', hue='Monthly Mobile Expenditure', palette='rainbow')
# Add data labels for each bar
for p in ax.patches:
ax.annotate(f'{p.get_height():.1f}%', (p.get_x() + p.get_width() / 2., p.get_height()),
ha='center', va='center', xytext=(0, 10), textcoords='offset points')
# Move the legend outside the plot
ax.legend(loc='upper left', bbox_to_anchor=(1, 1))
plt.xlabel('Household Income')
plt.ylabel('Percentage')
plt.title('Distribution of Household Income and Monthly Mobile Expenditure (Percentage)')
plt.show()
From the above graph we can observe that
From the above inferences, it seems that there is some association between Income level and Hand-set cost. We will verify this by constructing a Income × Cost cross-table. Our data set has resulted in the following cross-table for Income versus Cost of the mobile.
#The cross table for Income × Cost has resulted in the following:
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation
cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure'],selected_data['Household Income']
, margins=True, margins_name='Total')
# Display the crosstab
print(cross_tab)
cross_tab
Household Income 1-<Rs.5000 2-Rs.5000-10000 3-Rs.10000-15000 \ Monthly Mobile Expenditure 1-<Rs.300 142 117 70 2-Rs.300-500 22 50 24 3-Rs.500-1000 4 3 12 4->Rs.1000 3 7 5 Total 171 177 111 Household Income 4->15000 Total Monthly Mobile Expenditure 1-<Rs.300 42 371 2-Rs.300-500 17 113 3-Rs.500-1000 6 25 4->Rs.1000 3 18 Total 68 527
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total |
|---|---|---|---|---|---|
| Monthly Mobile Expenditure | |||||
| 1-<Rs.300 | 142 | 117 | 70 | 42 | 371 |
| 2-Rs.300-500 | 22 | 50 | 24 | 17 | 113 |
| 3-Rs.500-1000 | 4 | 3 | 12 | 6 | 25 |
| 4->Rs.1000 | 3 | 7 | 5 | 3 | 18 |
| Total | 171 | 177 | 111 | 68 | 527 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure'], selected_data['Household Income'], margins=True, margins_name='Total')
# Calculate expected counts using chi-squared test
_, _, _, expected = chi2_contingency(observed_cross_tab)
# Create a DataFrame for expected counts
expected_cross_tab = pd.DataFrame(expected, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
# Display both observed and expected crosstabs
# print("Observed Counts:")
# print(observed_cross_tab)
# print("\nExpected Counts:")
# print(expected_cross_tab)
# Combine observed and expected counts into a single DataFrame
combined_cross_tab = pd.concat([observed_cross_tab, expected_cross_tab], keys=['Observed', 'Expected'], axis=0)
# Display the combined crosstab
# print(combined_cross_tab)
combined_cross_tab
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total | |
|---|---|---|---|---|---|---|
| Monthly Mobile Expenditure | ||||||
| Observed | 1-<Rs.300 | 142.000000 | 117.000000 | 70.000000 | 42.000000 | 371.0 |
| 2-Rs.300-500 | 22.000000 | 50.000000 | 24.000000 | 17.000000 | 113.0 | |
| 3-Rs.500-1000 | 4.000000 | 3.000000 | 12.000000 | 6.000000 | 25.0 | |
| 4->Rs.1000 | 3.000000 | 7.000000 | 5.000000 | 3.000000 | 18.0 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.0 | |
| Expected | 1-<Rs.300 | 120.381404 | 124.605313 | 78.142315 | 47.870968 | 371.0 |
| 2-Rs.300-500 | 36.666034 | 37.952562 | 23.800759 | 14.580645 | 113.0 | |
| 3-Rs.500-1000 | 8.111954 | 8.396584 | 5.265655 | 3.225806 | 25.0 | |
| 4->Rs.1000 | 5.840607 | 6.045541 | 3.791271 | 2.322581 | 18.0 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.0 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure'], selected_data['Household Income'], margins=True, margins_name='Total')
# Calculate expected counts using chi-squared test
_, _, _, expected = chi2_contingency(observed_cross_tab)
# Create DataFrames for observed and expected counts
observed_df = pd.DataFrame(observed_cross_tab.values, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
expected_df = pd.DataFrame(expected, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
# Calculate percentages within each income group
observed_percentages = observed_df.div(observed_df.loc['Total']) * 100
#expected_percentages = expected_df.div(expected_df.loc['Total']) * 100
# Combine observed and expected counts and percentages into a single DataFrame
combined_cross_tab = pd.concat([observed_df, expected_df, observed_percentages], axis=0,
keys=['Observed', 'Expected', 'Observed (%)'])
# Display the combined crosstab with percentages
#print(combined_cross_tab)
combined_cross_tab
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total | |
|---|---|---|---|---|---|---|
| Monthly Mobile Expenditure | ||||||
| Observed | 1-<Rs.300 | 142.000000 | 117.000000 | 70.000000 | 42.000000 | 371.000000 |
| 2-Rs.300-500 | 22.000000 | 50.000000 | 24.000000 | 17.000000 | 113.000000 | |
| 3-Rs.500-1000 | 4.000000 | 3.000000 | 12.000000 | 6.000000 | 25.000000 | |
| 4->Rs.1000 | 3.000000 | 7.000000 | 5.000000 | 3.000000 | 18.000000 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.000000 | |
| Expected | 1-<Rs.300 | 120.381404 | 124.605313 | 78.142315 | 47.870968 | 371.000000 |
| 2-Rs.300-500 | 36.666034 | 37.952562 | 23.800759 | 14.580645 | 113.000000 | |
| 3-Rs.500-1000 | 8.111954 | 8.396584 | 5.265655 | 3.225806 | 25.000000 | |
| 4->Rs.1000 | 5.840607 | 6.045541 | 3.791271 | 2.322581 | 18.000000 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.000000 | |
| Observed (%) | 1-<Rs.300 | 83.040936 | 66.101695 | 63.063063 | 61.764706 | 70.398482 |
| 2-Rs.300-500 | 12.865497 | 28.248588 | 21.621622 | 25.000000 | 21.442125 | |
| 3-Rs.500-1000 | 2.339181 | 1.694915 | 10.810811 | 8.823529 | 4.743833 | |
| 4->Rs.1000 | 1.754386 | 3.954802 | 4.504505 | 4.411765 | 3.415560 | |
| Total | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure'], selected_data['Household Income'])
# Perform chi-squared test
chi2_stat, p_value, dof, expected = chi2_contingency(observed_cross_tab)
# Calculate minimum expected count
min_expected_count = np.min(expected)
# Count cells with expected count less than 5
cells_with_low_expected_count = np.sum(expected < 5)
cells_with_low_expected_count_pct=cells_with_low_expected_count/(observed_cross_tab.size)
# Display chi-square test results in a table
table = [
["Pearson Chi-Square", chi2_stat],
["Likelihood Ratio", chi2_contingency(observed_cross_tab, lambda_='log-likelihood')[0]],
["Linear-by-Linear Association", chi2_contingency(observed_cross_tab, correction=True)[0]],
["N of Valid Cases", selected_data.shape[0]],
["df", dof],
["Asymp. Sig (2-sided) - P-value", p_value],
["Minimum Expected Count", min_expected_count],
[f"{cells_with_low_expected_count} cells ({cells_with_low_expected_count_pct}%) have expected count less than 5."]
]
print("\nChi-Square Test Results:")
print(tabulate(table, headers=[ "Value"]))
Chi-Square Test Results:
Value
-------------------------------------------------- -------------
Pearson Chi-Square 34.6751
Likelihood Ratio 34.2285
Linear-by-Linear Association 34.6751
N of Valid Cases 527
df 9
Asymp. Sig (2-sided) - P-value 6.79791e-05
Minimum Expected Count 2.32258
3 cells (0.1875%) have expected count less than 5.
From the table we note that the p − value < 0.05 and hence the assumption of independence between the classification variables is rejected. Thus, there is some dependence between the factor levels of Income and Cost. Our next problem is to find out the strength of the association between the factor levels of Income and Cost of the mobile.
To measure the strength of association between categorical variables, SPSS offers several measures of association. These measures are grouped into two categories namely nominal and ordinal. Note that both the classification variables in the above crosstable are ordinal in nature. Thus, it is appropriate to use ordinal measure of association to assess the strength. Somers’ d is one such measure. Somers’ d is an ordinal directional measure that indicates the significance, strength and direction of the relationship between the row and column variables of a cross tabulation. A low significance value (typically less than 0.05) indicates that there is a relationship between the two variables. The value of the statistic can range from -1 to 1. Negative values indicate a negative relationship, and positive values indicate a positive relationship. Somers’ d is appropriate when both variables are ordinal, categorical variables.
from scipy.stats import somersd
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Calculate Somers' d in both directions
result1 = somersd(selected_data['Monthly Mobile Expenditure'], selected_data['Household Income'])
result2 = somersd(selected_data['Household Income'], selected_data['Monthly Mobile Expenditure'])
# Access the Somers' d statistic from the result objects
somersd_statistic1 = result1.statistic
somersd_statistic2 = result2.statistic
# Calculate the average of symmetric Somers' D
symmetric_somersd = (somersd_statistic1 + somersd_statistic2) / 2
# Calculate the standard error of Somers' D
n = len(selected_data)
se_d1 = np.sqrt(2 * (1 - somersd_statistic1 ** 2) / (n * (n - 1)))
se_d2 = np.sqrt(2 * (1 - somersd_statistic2 ** 2) / (n * (n - 1)))
se_ds = np.sqrt(2 * (1 - symmetric_somersd ** 2) / (n * (n - 1)))
# Calculate the asymptotic standard error (ASE) without assuming the null hypothesis
ase_d1 = np.sqrt(2 * (1 - somersd_statistic1 ** 2) / n)
ase_d2 = np.sqrt(2 * (1 - somersd_statistic2 ** 2) / n)
ase_ds = np.sqrt(2 * (1 - symmetric_somersd ** 2) / n)
# Create a list of dictionaries for the table with rounded values
table = [
{"": "Symmetric Somers' D:", "Value": round(symmetric_somersd, 3), "P-value": None, "Standard Error": round(se_ds, 3), "Asymptotic Standard Error": round(ase_ds, 3)},
{"": "Handset Cost Dependent Somers' D:", "Value": round(somersd_statistic2, 3), "P-value": round(result2.pvalue, 3), "Standard Error": round(se_d2, 3), "Asymptotic Standard Error": round(ase_d2, 3)},
{"": "Income Dependent Somers' D:", "Value": round(somersd_statistic1, 3), "P-value": round(result1.pvalue, 3), "Standard Error": round(se_d1, 3), "Asymptotic Standard Error": round(ase_d1, 3)},
]
# Print the table using the tabulate library
print("\nSomers' d Test Results:")
print(tabulate(table, headers="keys", tablefmt="pretty"))
Somers' d Test Results: +-----------------------------------+-------+---------+----------------+---------------------------+ | | Value | P-value | Standard Error | Asymptotic Standard Error | +-----------------------------------+-------+---------+----------------+---------------------------+ | Symmetric Somers' D: | 0.174 | | 0.003 | 0.061 | | Handset Cost Dependent Somers' D: | 0.135 | 0.0 | 0.003 | 0.061 | | Income Dependent Somers' D: | 0.213 | 0.0 | 0.003 | 0.06 | +-----------------------------------+-------+---------+----------------+---------------------------+
data2["Monthly Mobile Expenditure 2"]=data2["Monthly Mobile Expenditure"]
# Your conditions
condition1 = (data2['Monthly Mobile Expenditure 2'] == '3-Rs.500-1000')
# Update values in the specified column based on the conditions
data2.loc[condition1, 'Monthly Mobile Expenditure 2'] = '4->Rs.1000' # Replace 'updated_value' with the value you want to set
It might be argued that INCOME forms a series of strata, so that it should be considered
as a factor. A similar statement can be made with respect to the COST as well. Since
INCOME and EXPENDITURE of the mobile were queried simultaneously, we will treat both of them
as random. The usual assumptions lead to a multinomial distribution with I×J levels. That
is, let Yij denote the count in the (i, j) cell for a sample of size n. Then, the multinomial
parameters are pij , which are the probabilities of a randomly selected individual being at
level i of the first response and level j of the second response. Under this model there is only
one constraint, which can be written in two ways:
The corresponding null hypothesis is that the variables are independent. This means that
the probabilities of the joint events in the cells can be written in terms of the marginal
probabilities. That is,
This hypothesis is to tested against the alternative hypothesis
The income groups and the expenditures of the mobile phones are coded as follows:
| Income Groups | Code |
|---|---|
| < 5,000 | 1 |
| 5,000 - 10,000 | 2 |
| 10,000 - 15,000 | 3 |
| > 15,000 | 4 |
| Monthly Expenditure | Code |
|---|---|
| < 300 | 1 |
| 300 - 500 | 2 |
| 500 - 1,000 | 3 |
| > 1,000 | 4 |
data2.groupby(['Household Income']).size()
Household Income 1-<Rs.5000 171 2-Rs.5000-10000 177 3-Rs.10000-15000 111 4->15000 68 dtype: int64
data2.groupby(['Household Income', 'Monthly Mobile Expenditure 2']).size()
Household Income Monthly Mobile Expenditure 2
1-<Rs.5000 1-<Rs.300 142
2-Rs.300-500 22
3-Rs.500-1000 0
4->Rs.1000 7
2-Rs.5000-10000 1-<Rs.300 117
2-Rs.300-500 50
3-Rs.500-1000 0
4->Rs.1000 10
3-Rs.10000-15000 1-<Rs.300 70
2-Rs.300-500 24
3-Rs.500-1000 0
4->Rs.1000 17
4->15000 1-<Rs.300 42
2-Rs.300-500 17
3-Rs.500-1000 0
4->Rs.1000 9
dtype: int64
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure 2']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Calculate the percentages within each category
percentages = selected_data.groupby(['Household Income', 'Monthly Mobile Expenditure 2']).size() / selected_data.groupby(['Household Income']).size() * 100
percentages = percentages.reset_index(name='Percentage')
# Create a grouped bar chart using Seaborn
plt.figure(figsize=(8,6))
ax = sns.barplot(data=percentages, x='Household Income', y='Percentage', hue='Monthly Mobile Expenditure 2', palette='rainbow')
# Add data labels for each bar
for p in ax.patches:
ax.annotate(f'{p.get_height():.1f}%', (p.get_x() + p.get_width() / 2., p.get_height()),
ha='center', va='center', xytext=(0, 10), textcoords='offset points')
# Move the legend outside the plot
ax.legend(loc='upper left', bbox_to_anchor=(1, 1))
plt.xlabel('Household Income')
plt.ylabel('Percentage')
plt.title('Distribution of Household Income and Monthly Mobile Expenditure (Percentage)')
plt.show()
From the above graph we can observe that
From the above inferences, it seems that there is some association between Income level and Hand-set cost. We will verify this by constructing a Income × Cost cross-table. Our data set has resulted in the following cross-table for Income versus Cost of the mobile.
#The cross table for Income × Cost has resulted in the following:
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure 2']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation
cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure 2'],selected_data['Household Income']
, margins=True, margins_name='Total')
# Display the crosstab
print(cross_tab)
cross_tab
Household Income 1-<Rs.5000 2-Rs.5000-10000 3-Rs.10000-15000 \ Monthly Mobile Expenditure 2 1-<Rs.300 142 117 70 2-Rs.300-500 22 50 24 4->Rs.1000 7 10 17 Total 171 177 111 Household Income 4->15000 Total Monthly Mobile Expenditure 2 1-<Rs.300 42 371 2-Rs.300-500 17 113 4->Rs.1000 9 43 Total 68 527
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total |
|---|---|---|---|---|---|
| Monthly Mobile Expenditure 2 | |||||
| 1-<Rs.300 | 142 | 117 | 70 | 42 | 371 |
| 2-Rs.300-500 | 22 | 50 | 24 | 17 | 113 |
| 4->Rs.1000 | 7 | 10 | 17 | 9 | 43 |
| Total | 171 | 177 | 111 | 68 | 527 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure 2']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure 2'], selected_data['Household Income'], margins=True, margins_name='Total')
# Calculate expected counts using chi-squared test
_, _, _, expected = chi2_contingency(observed_cross_tab)
# Create a DataFrame for expected counts
expected_cross_tab = pd.DataFrame(expected, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
# Display both observed and expected crosstabs
# print("Observed Counts:")
# print(observed_cross_tab)
# print("\nExpected Counts:")
# print(expected_cross_tab)
# Combine observed and expected counts into a single DataFrame
combined_cross_tab = pd.concat([observed_cross_tab, expected_cross_tab], keys=['Observed', 'Expected'], axis=0)
# Display the combined crosstab
# print(combined_cross_tab)
combined_cross_tab
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total | |
|---|---|---|---|---|---|---|
| Monthly Mobile Expenditure 2 | ||||||
| Observed | 1-<Rs.300 | 142.000000 | 117.000000 | 70.000000 | 42.000000 | 371.0 |
| 2-Rs.300-500 | 22.000000 | 50.000000 | 24.000000 | 17.000000 | 113.0 | |
| 4->Rs.1000 | 7.000000 | 10.000000 | 17.000000 | 9.000000 | 43.0 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.0 | |
| Expected | 1-<Rs.300 | 120.381404 | 124.605313 | 78.142315 | 47.870968 | 371.0 |
| 2-Rs.300-500 | 36.666034 | 37.952562 | 23.800759 | 14.580645 | 113.0 | |
| 4->Rs.1000 | 13.952562 | 14.442125 | 9.056926 | 5.548387 | 43.0 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.0 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure 2']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure 2'], selected_data['Household Income'], margins=True, margins_name='Total')
# Calculate expected counts using chi-squared test
_, _, _, expected = chi2_contingency(observed_cross_tab)
# Create DataFrames for observed and expected counts
observed_df = pd.DataFrame(observed_cross_tab.values, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
expected_df = pd.DataFrame(expected, columns=observed_cross_tab.columns, index=observed_cross_tab.index)
# Calculate percentages within each income group
observed_percentages = observed_df.div(observed_df.loc['Total']) * 100
#expected_percentages = expected_df.div(expected_df.loc['Total']) * 100
# Combine observed and expected counts and percentages into a single DataFrame
combined_cross_tab = pd.concat([observed_df, expected_df, observed_percentages], axis=0,
keys=['Observed', 'Expected', 'Observed (%)'])
# Display the combined crosstab with percentages
#print(combined_cross_tab)
combined_cross_tab
| Household Income | 1-<Rs.5000 | 2-Rs.5000-10000 | 3-Rs.10000-15000 | 4->15000 | Total | |
|---|---|---|---|---|---|---|
| Monthly Mobile Expenditure 2 | ||||||
| Observed | 1-<Rs.300 | 142.000000 | 117.000000 | 70.000000 | 42.000000 | 371.000000 |
| 2-Rs.300-500 | 22.000000 | 50.000000 | 24.000000 | 17.000000 | 113.000000 | |
| 4->Rs.1000 | 7.000000 | 10.000000 | 17.000000 | 9.000000 | 43.000000 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.000000 | |
| Expected | 1-<Rs.300 | 120.381404 | 124.605313 | 78.142315 | 47.870968 | 371.000000 |
| 2-Rs.300-500 | 36.666034 | 37.952562 | 23.800759 | 14.580645 | 113.000000 | |
| 4->Rs.1000 | 13.952562 | 14.442125 | 9.056926 | 5.548387 | 43.000000 | |
| Total | 171.000000 | 177.000000 | 111.000000 | 68.000000 | 527.000000 | |
| Observed (%) | 1-<Rs.300 | 83.040936 | 66.101695 | 63.063063 | 61.764706 | 70.398482 |
| 2-Rs.300-500 | 12.865497 | 28.248588 | 21.621622 | 25.000000 | 21.442125 | |
| 4->Rs.1000 | 4.093567 | 5.649718 | 15.315315 | 13.235294 | 8.159393 | |
| Total | 100.000000 | 100.000000 | 100.000000 | 100.000000 | 100.000000 |
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure 2']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Create a crosstabulation with observed counts
observed_cross_tab = pd.crosstab(selected_data['Monthly Mobile Expenditure 2'], selected_data['Household Income'])
# Perform chi-squared test
chi2_stat, p_value, dof, expected = chi2_contingency(observed_cross_tab)
# Calculate minimum expected count
min_expected_count = np.min(expected)
# Count cells with expected count less than 5
cells_with_low_expected_count = np.sum(expected < 5)
cells_with_low_expected_count_pct=cells_with_low_expected_count/(observed_cross_tab.size)
# Display chi-square test results in a table
table = [
["Pearson Chi-Square", chi2_stat],
["Likelihood Ratio", chi2_contingency(observed_cross_tab, lambda_='log-likelihood')[0]],
["Linear-by-Linear Association", chi2_contingency(observed_cross_tab, correction=True)[0]],
["N of Valid Cases", selected_data.shape[0]],
["df", dof],
["Asymp. Sig (2-sided) - P-value", p_value],
["Minimum Expected Count", min_expected_count],
[f"{cells_with_low_expected_count} cells ({cells_with_low_expected_count_pct}%) have expected count less than 5."]
]
print("\nChi-Square Test Results:")
print(tabulate(table, headers=[ "Value"]))
Chi-Square Test Results:
Value
----------------------------------------------- -------------
Pearson Chi-Square 29.9528
Likelihood Ratio 29.5948
Linear-by-Linear Association 29.9528
N of Valid Cases 527
df 6
Asymp. Sig (2-sided) - P-value 4.01283e-05
Minimum Expected Count 5.54839
0 cells (0.0%) have expected count less than 5.
From the table we note that the p − value < 0.05 and hence the assumption of independence between the classification variables is rejected. Thus, there is some dependence between the factor levels of Income and Cost. Our next problem is to find out the strength of the association between the factor levels of Income and Cost of the mobile.
To measure the strength of association between categorical variables, SPSS offers several measures of association. These measures are grouped into two categories namely nominal and ordinal. Note that both the classification variables in the above crosstable are ordinal in nature. Thus, it is appropriate to use ordinal measure of association to assess the strength. Somers’ d is one such measure. Somers’ d is an ordinal directional measure that indicates the significance, strength and direction of the relationship between the row and column variables of a cross tabulation. A low significance value (typically less than 0.05) indicates that there is a relationship between the two variables. The value of the statistic can range from -1 to 1. Negative values indicate a negative relationship, and positive values indicate a positive relationship. Somers’ d is appropriate when both variables are ordinal, categorical variables.
from scipy.stats import somersd
# Assuming 'data2' is your DataFrame
columns_of_interest = ['Household Income', 'Monthly Mobile Expenditure 2']
# Filter the DataFrame for the selected columns
selected_data = data2[columns_of_interest].dropna()
# Calculate Somers' d in both directions
result1 = somersd(selected_data['Monthly Mobile Expenditure 2'], selected_data['Household Income'])
result2 = somersd(selected_data['Household Income'], selected_data['Monthly Mobile Expenditure 2'])
# Access the Somers' d statistic from the result objects
somersd_statistic1 = result1.statistic
somersd_statistic2 = result2.statistic
# Calculate the average of symmetric Somers' D
symmetric_somersd = (somersd_statistic1 + somersd_statistic2) / 2
# Calculate the standard error of Somers' D
n = len(selected_data)
se_d1 = np.sqrt(2 * (1 - somersd_statistic1 ** 2) / (n * (n - 1)))
se_d2 = np.sqrt(2 * (1 - somersd_statistic2 ** 2) / (n * (n - 1)))
se_ds = np.sqrt(2 * (1 - symmetric_somersd ** 2) / (n * (n - 1)))
# Calculate the asymptotic standard error (ASE) without assuming the null hypothesis
ase_d1 = np.sqrt(2 * (1 - somersd_statistic1 ** 2) / n)
ase_d2 = np.sqrt(2 * (1 - somersd_statistic2 ** 2) / n)
ase_ds = np.sqrt(2 * (1 - symmetric_somersd ** 2) / n)
# Create a list of dictionaries for the table with rounded values
table = [
{"": "Symmetric Somers' D:", "Value": round(symmetric_somersd, 3), "P-value": None, "Standard Error": round(se_ds, 3), "Asymptotic Standard Error": round(ase_ds, 3)},
{"": "Handset Cost Dependent Somers' D:", "Value": round(somersd_statistic2, 3), "P-value": round(result2.pvalue, 3), "Standard Error": round(se_d2, 3), "Asymptotic Standard Error": round(ase_d2, 3)},
{"": "Income Dependent Somers' D:", "Value": round(somersd_statistic1, 3), "P-value": round(result1.pvalue, 3), "Standard Error": round(se_d1, 3), "Asymptotic Standard Error": round(ase_d1, 3)},
]
# Print the table using the tabulate library
print("\nSomers' d Test Results:")
print(tabulate(table, headers="keys", tablefmt="pretty"))
Somers' d Test Results: +-----------------------------------+-------+---------+----------------+---------------------------+ | | Value | P-value | Standard Error | Asymptotic Standard Error | +-----------------------------------+-------+---------+----------------+---------------------------+ | Symmetric Somers' D: | 0.176 | | 0.003 | 0.061 | | Handset Cost Dependent Somers' D: | 0.136 | 0.0 | 0.003 | 0.061 | | Income Dependent Somers' D: | 0.216 | 0.0 | 0.003 | 0.06 | +-----------------------------------+-------+---------+----------------+---------------------------+
Factor Analysis is a popular dimension reduction technique. Using which we can study the correlation structure among the variables. Factor analysis partitions the manifest variables in to groups and each partition signifies the effect of a latent variable called common factor. These new variables stand for constructs that cannot be directly measurable. Such an analysis is vital in different fields of research. For example, in a marketing research, companies spends crores of rupees towards the advertisement of their products. Factor analysis may be used in order to know whether their spending towards advertisement is really worth.
In section-2 of this Chapter, we will analyze the factors influencing the selection of a handset and Section-3 describes what for a student is using a mobile.
Our sample consists of 527 students selected from four categories namely intermediate, graduate, post-graduate and research scholars. The category graduate includes students from usual 3-year degree courses as well as professional courses like engineering. Similarly, the post-graduate category includes engineering students. One of our objectives is to know about the factors that actually influence students in the selection of their mobiles. For this purpose we have asked the sampling units to rate several variables on a 5-point semantic Likert-scale. The data so obtained is analyzed, in this section, using Factor procedure of SPSS package.
Given a set of variables, SPSS will nearly always find a factor solution to that set of variables. The solution will not have any real meaning if the variables analyzed are not sensible. There are several techniques that can be used to know whether we can proceed with the factor analyzing the data set. Some of the popular procedures one can adopt are:
For the purpose of knowing the influencing factors in the selection of handsets among student population, we have included 21 variables in our project(see the Appendix). We have obtained the correlation matrix for all the 21 variables. There are 8 variables left after screening the unimportant variables. These correlations are presented in the Correlation Table. This table also shows the groups of variables on the basis of correlations with other variables. Note that the correlation table also outputs the determinant value. This option is vital for testing multicollinearity or singularity. The determinant should be greater than 0.00001.
When there are large number of variables, inspecting the correlation table is clumsy. In such cases, one can resort to Matrix-Scatter Plot to asses the overall correlations of various variables with the other variables. As the variables are measured on Likert Scale, this option is not useful in present problem.
data2.columns
Index(['Record_ID', 'Age', 'Gender', 'Education', 'Father Occupation',
'Household Income', 'Native (Rural/Urban)',
'Handset Type(Color/ Black & white)', 'Handset Brand',
'Handset Selection Reason', 'Handset Cost', 'Handset Age',
'Calls Receiving per day', 'SMS Receiving per day',
'SMS Sending per day', 'Frequent Communication Type',
'Feel safe and secure with mobile', 'Monthly Mobile Expenditure',
'Current Service Provider', 'Current Service Provider Age',
'SP - Influence Rating for Signal',
'SP - Influence Rating for Customer care',
'SP - Influence Rating for Electronic media',
'SP - Influence Rating for Hoardings',
'SP - Influence Rating for Friends',
'SP - Influence Rating for Family members',
'SP - Influence Rating for Print media',
'SP - Influence Rating for Call costs',
'HS - Influence Rating for Brand',
'HS - Influence Rating for Battery back up',
'HS - Influence Rating for Keypad', 'HS - Influence Rating for Display',
'HS - Influence Rating for Sound',
'HS - Influence Rating for Size of the screen',
'HS - Influence Rating for Electronic media',
'HS - Influence Rating for Print media',
'HS - Influence Rating for Hoardings',
'HS - Influence Rating for Friends',
'HS - Influence Rating for Family members',
'HS - Influence Rating for Voice clarity',
'HS - Influence Rating for MP3 facility',
'HS - Influence Rating for Bluetooth',
'HS - Influence Rating for Camera pixels',
'HS - Influence Rating for FM radio', 'HS - Influence Rating for Games',
'HS - Influence Rating for Video',
'HS - Influence Rating for Memory size',
'HS - Influence Rating for Price', 'HS - Influence Rating for Stylish',
'Stylish Handset Brand', 'More Models Handset Brand',
'User friendly Handset Brand', 'Reasonable prices Handset Brand',
'Added features Handset Brand', 'Customer service Handset Brand',
'Advertisements Handset Brand', 'Sales promotions Handset Brand',
'Available service centers Handset Brand', 'Durability Handset Brand',
'Overall, I like the Handset Brand', 'User friendly Service Provider',
'Added features Service Provider', 'Customer service Service Provider',
'Advertisements Service Provider', 'Sales promotions Service Provider',
'Available service centers Service Provider',
'Overall, I like Service Provider', 'All my friends use',
'Old fashioned', 'Prestige', 'Secure', 'Show-off', 'Life style',
'Communication', 'Facilities', 'Life easier', 'Call Friends and Family',
'Mostly use SMS', 'Music or Videos', 'Games',
'Monthly Mobile Expenditure 2'],
dtype='object', name='Feature')
HS_Influence_Columns = ['HS - Influence Rating for Brand',
'HS - Influence Rating for Battery back up',
'HS - Influence Rating for Keypad',
'HS - Influence Rating for Display',
'HS - Influence Rating for Sound',
'HS - Influence Rating for Size of the screen',
'HS - Influence Rating for Electronic media',
'HS - Influence Rating for Print media',
'HS - Influence Rating for Hoardings',
'HS - Influence Rating for Friends',
'HS - Influence Rating for Family members',
'HS - Influence Rating for Voice clarity',
'HS - Influence Rating for MP3 facility',
'HS - Influence Rating for Bluetooth',
'HS - Influence Rating for Camera pixels',
'HS - Influence Rating for FM radio',
'HS - Influence Rating for Games',
'HS - Influence Rating for Video',
'HS - Influence Rating for Memory size',
'HS - Influence Rating for Price',
'HS - Influence Rating for Stylish']
data_HS_Factor = data2[HS_Influence_Columns]
data_HS_Factor.columns
Index(['HS - Influence Rating for Brand',
'HS - Influence Rating for Battery back up',
'HS - Influence Rating for Keypad', 'HS - Influence Rating for Display',
'HS - Influence Rating for Sound',
'HS - Influence Rating for Size of the screen',
'HS - Influence Rating for Electronic media',
'HS - Influence Rating for Print media',
'HS - Influence Rating for Hoardings',
'HS - Influence Rating for Friends',
'HS - Influence Rating for Family members',
'HS - Influence Rating for Voice clarity',
'HS - Influence Rating for MP3 facility',
'HS - Influence Rating for Bluetooth',
'HS - Influence Rating for Camera pixels',
'HS - Influence Rating for FM radio', 'HS - Influence Rating for Games',
'HS - Influence Rating for Video',
'HS - Influence Rating for Memory size',
'HS - Influence Rating for Price', 'HS - Influence Rating for Stylish'],
dtype='object', name='Feature')
data_HS_Factor.columns = data_HS_Factor.columns.str.replace('HS - Influence Rating for ', '')
print(data_HS_Factor.columns)
data_HS_Factor
Index(['Brand', 'Battery back up', 'Keypad', 'Display', 'Sound',
'Size of the screen', 'Electronic media', 'Print media', 'Hoardings',
'Friends', 'Family members', 'Voice clarity', 'MP3 facility',
'Bluetooth', 'Camera pixels', 'FM radio', 'Games', 'Video',
'Memory size', 'Price', 'Stylish'],
dtype='object', name='Feature')
| Feature | Brand | Battery back up | Keypad | Display | Sound | Size of the screen | Electronic media | Print media | Hoardings | Friends | Family members | Voice clarity | MP3 facility | Bluetooth | Camera pixels | FM radio | Games | Video | Memory size | Price | Stylish |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 5 | 4 |
| 1 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | 2 | 4 | 5 |
| 2 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 |
| 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 |
| 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 6 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 1 | 4 | 1 | 4 |
| 7 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 |
| 8 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 |
| 9 | 4 | 5 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 4 | 3 |
| 10 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 3 | 4 | 2 | 3 |
| 11 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 |
| 12 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 |
| 13 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 |
| 14 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 |
| 15 | 5 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 |
| 16 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 2 | 3 | 2 | 5 | 2 | 1 | 1 |
| 17 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 |
| 18 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 3 | 3 | 4 | 4 |
| 19 | 3 | 4 | 3 | 3 | 2 | 2 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 2 |
| 20 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 |
| 21 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 3 |
| 22 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 |
| 23 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 5 | 4 | 4 | 4 |
| 24 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 3 |
| 25 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 3 |
| 26 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 27 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 28 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 29 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 |
| 30 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 |
| 31 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 32 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 5 | 5 |
| 33 | 5 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| 34 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 2 |
| 35 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 4 | 3 | 5 |
| 36 | 4 | 2 | 3 | 1 | 4 | 2 | 3 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 4 | 2 | 5 | 2 | 4 | 5 | 3 |
| 37 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 5 | 2 |
| 38 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 5 |
| 39 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 3 | 3 | 4 | 4 | 5 | 5 |
| 40 | 1 | 2 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 4 |
| 41 | 5 | 3 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 4 | 3 | 1 | 3 | 1 |
| 42 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 2 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 |
| 43 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 2 | 3 |
| 44 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 1 | 3 | 5 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 |
| 45 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 |
| 46 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 1 | 3 | 3 | 3 |
| 47 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 |
| 48 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 |
| 49 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 2 |
| 50 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 51 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 4 | 4 | 3 | 3 | 3 |
| 52 | 5 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 |
| 53 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 5 | 5 |
| 54 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 5 |
| 55 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 |
| 56 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 |
| 57 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 1 |
| 58 | 5 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 3 | 5 | 4 | 5 | 3 | 2 | 4 | 5 | 3 | 5 | 4 | 3 | 5 |
| 59 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 2 | 1 | 4 | 3 | 3 | 2 | 1 | 3 | 1 | 1 | 5 | 3 | 3 |
| 60 | 5 | 5 | 4 | 3 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 |
| 61 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 5 |
| 62 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 3 | 3 | 3 |
| 63 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 |
| 64 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 |
| 65 | 4 | 3 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 2 | 2 | 2 | 2 | 2 |
| 66 | 5 | 4 | 5 | 4 | 3 | 3 | 4 | 2 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 5 | 5 | 3 | 4 | 3 | 3 |
| 67 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 |
| 68 | 5 | 4 | 5 | 3 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 5 |
| 69 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 70 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 71 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 72 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 4 | 5 |
| 73 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 |
| 74 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 |
| 75 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 3 |
| 76 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 3 | 4 | 4 |
| 77 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 3 | 4 | 3 | 5 | 3 | 3 | 3 | 4 | 5 |
| 78 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 5 | 5 |
| 79 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 |
| 80 | 5 | 4 | 3 | 5 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 3 |
| 81 | 3 | 4 | 3 | 2 | 5 | 3 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 |
| 82 | 5 | 3 | 4 | 1 | 3 | 2 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 |
| 83 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 2 | 1 | 3 | 1 | 1 | 2 | 1 | 4 |
| 84 | 5 | 4 | 3 | 5 | 3 | 4 | 4 | 3 | 5 | 4 | 4 | 2 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 4 | 3 |
| 85 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 |
| 86 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 87 | 5 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 4 |
| 88 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 5 | 5 |
| 89 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 90 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 3 | 3 |
| 91 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 3 | 3 | 2 |
| 92 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 4 | 3 | 3 | 3 | 2 |
| 93 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 1 | 1 | 5 | 2 | 2 | 2 | 5 | 4 |
| 94 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 4 | 4 | 5 |
| 95 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 3 | 3 |
| 96 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 5 | 4 | 4 |
| 97 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 98 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3 | 3 | 2 | 4 | 5 | 3 | 4 | 3 | 3 |
| 99 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 2 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 |
| 100 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 4 |
| 101 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 |
| 102 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 |
| 103 | 5 | 5 | 3 | 5 | 3 | 5 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5 |
| 104 | 4 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 2 |
| 105 | 5 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 |
| 106 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 |
| 107 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 |
| 108 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 4 | 2 | 2 | 3 | 4 | 2 | 2 | 3 | 4 |
| 109 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 110 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 3 | 4 |
| 111 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 |
| 112 | 5 | 2 | 5 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 |
| 113 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 |
| 114 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 |
| 115 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 3 |
| 116 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 117 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 |
| 118 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 |
| 119 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 |
| 120 | 4 | 4 | 5 | 3 | 4 | 3 | 3 | 3 | 2 | 5 | 5 | 3 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 4 |
| 121 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 122 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 |
| 123 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 124 | 5 | 5 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 4 | 4 | 1 | 4 | 4 | 3 | 4 |
| 125 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 4 | 5 |
| 126 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 |
| 127 | 4 | 5 | 3 | 3 | 4 | 5 | 2 | 1 | 1 | 3 | 5 | 5 | 1 | 1 | 2 | 2 | 2 | 2 | 2 | 5 | 2 |
| 128 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 |
| 129 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 2 | 4 | 5 | 3 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 |
| 130 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 131 | 4 | 5 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 5 | 5 |
| 132 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 |
| 133 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 5 | 2 | 4 | 5 | 4 | 2 | 5 | 5 | 5 | 5 |
| 134 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 2 | 5 | 4 | 4 | 5 |
| 135 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 4 | 5 | 1 | 1 | 1 | 5 | 3 | 1 | 1 | 5 | 5 |
| 136 | 5 | 5 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 137 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 3 | 3 |
| 138 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 5 |
| 139 | 5 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 2 | 4 | 5 | 3 | 5 |
| 140 | 5 | 5 | 5 | 5 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 |
| 141 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 5 | 4 |
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| 314 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 |
| 315 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 |
| 316 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 |
| 317 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 |
| 318 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 319 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 5 | 1 | 1 | 1 | 5 | 4 | 1 | 3 | 3 | 5 |
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| 321 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 |
| 322 | 2 | 5 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 4 |
| 323 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
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| 350 | 4 | 5 | 3 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 1 | 4 | 4 | 4 |
| 351 | 5 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 |
| 352 | 5 | 5 | 5 | 5 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 |
| 353 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 3 | 2 | 3 | 4 | 5 | 3 | 3 | 2 | 3 |
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| 356 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 4 |
| 357 | 5 | 5 | 4 | 5 | 4 | 5 | 2 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 |
| 358 | 5 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 |
| 359 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 5 |
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| 362 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 |
| 363 | 4 | 4 | 3 | 3 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 |
| 364 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 3 | 2 | 1 | 4 | 4 | 3 | 2 | 3 | 4 |
| 365 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 |
| 366 | 5 | 5 | 2 | 2 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| 367 | 4 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 3 | 2 |
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| 373 | 5 | 4 | 5 | 5 | 3 | 5 | 4 | 4 | 3 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 4 | 1 | 5 | 1 | 5 |
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| 375 | 4 | 3 | 2 | 4 | 1 | 3 | 5 | 5 | 4 | 3 | 2 | 1 | 5 | 3 | 2 | 1 | 2 | 3 | 1 | 3 | 2 |
| 376 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 4 |
| 377 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 3 | 5 |
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| 379 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 |
| 380 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 |
| 381 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 382 | 1 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 3 | 4 | 5 | 4 | 1 | 1 | 1 | 1 | 3 | 1 | 1 | 4 | 4 |
| 383 | 5 | 4 | 4 | 2 | 5 | 5 | 2 | 2 | 2 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 |
| 384 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 |
| 385 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 1 | 1 | 3 | 4 | 3 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 5 | 4 |
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| 393 | 5 | 5 | 5 | 5 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 |
| 394 | 5 | 5 | 4 | 4 | 4 | 5 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 |
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| 398 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 5 |
| 399 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 |
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| 467 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 3 | 4 | 3 | 3 |
| 468 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 |
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| 473 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 3 | 3 | 2 | 4 |
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| 475 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 3 |
| 476 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 2 | 2 |
| 477 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 5 |
| 478 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 |
| 479 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 4 |
| 480 | 4 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 |
| 481 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 4 | 4 |
| 482 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 4 | 1 | 4 | 5 | 5 |
| 483 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 3 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 |
| 484 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 |
| 485 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 2 | 4 | 3 | 4 | 3 | 4 | 4 |
| 486 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 3 | 2 | 3 | 3 |
| 487 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 3 | 4 |
| 488 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 3 | 4 | 5 |
| 489 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 490 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 491 | 5 | 4 | 3 | 3 | 5 | 3 | 2 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 |
| 492 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 |
| 493 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 |
| 494 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 |
| 495 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 3 |
| 496 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 |
| 497 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 3 |
| 498 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 4 |
| 499 | 4 | 5 | 3 | 5 | 4 | 2 | 1 | 2 | 2 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 5 | 3 |
| 500 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 3 |
| 501 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 |
| 502 | 4 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 |
| 503 | 5 | 4 | 4 | 5 | 2 | 4 | 3 | 5 | 2 | 1 | 4 | 5 | 4 | 2 | 4 | 1 | 5 | 5 | 5 | 4 | 3 |
| 504 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 5 |
| 505 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 |
| 506 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 3 |
| 507 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 508 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 |
| 509 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 |
| 510 | 5 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 |
| 511 | 5 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 3 |
| 512 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 |
| 513 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 |
| 514 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 3 | 4 |
| 515 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 |
| 516 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 |
| 517 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 |
| 518 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 |
| 519 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 |
| 520 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 3 | 3 | 4 |
| 521 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 4 | 4 |
| 522 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 5 |
| 523 | 5 | 4 | 4 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 4 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 |
| 524 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 4 |
| 525 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 |
| 526 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 |
data_HS_Factor.corr().style.applymap(highlight_cell)
| Feature | Brand | Battery back up | Keypad | Display | Sound | Size of the screen | Electronic media | Print media | Hoardings | Friends | Family members | Voice clarity | MP3 facility | Bluetooth | Camera pixels | FM radio | Games | Video | Memory size | Price | Stylish |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||||||||||||||
| Brand | 1.000000 | 0.447500 | 0.368049 | 0.352448 | 0.299773 | 0.219962 | 0.241112 | 0.238421 | 0.202074 | 0.220499 | 0.205741 | 0.189865 | 0.208792 | 0.203259 | 0.226424 | 0.251729 | 0.181322 | 0.219793 | 0.208544 | 0.111346 | 0.285657 |
| Battery back up | 0.447500 | 1.000000 | 0.455116 | 0.473122 | 0.356497 | 0.275212 | 0.183919 | 0.156460 | 0.128429 | 0.219719 | 0.188218 | 0.313370 | 0.188104 | 0.177044 | 0.175327 | 0.187393 | 0.174319 | 0.151544 | 0.194127 | 0.207753 | 0.226921 |
| Keypad | 0.368049 | 0.455116 | 1.000000 | 0.550146 | 0.463320 | 0.273884 | 0.287988 | 0.297248 | 0.266476 | 0.291228 | 0.211269 | 0.291135 | 0.140184 | 0.163924 | 0.176070 | 0.226731 | 0.243890 | 0.166411 | 0.173915 | 0.153351 | 0.279279 |
| Display | 0.352448 | 0.473122 | 0.550146 | 1.000000 | 0.515270 | 0.338573 | 0.266246 | 0.291500 | 0.196218 | 0.251557 | 0.241758 | 0.409060 | 0.232849 | 0.224646 | 0.216971 | 0.231296 | 0.245455 | 0.226117 | 0.188534 | 0.153898 | 0.311172 |
| Sound | 0.299773 | 0.356497 | 0.463320 | 0.515270 | 1.000000 | 0.411655 | 0.238118 | 0.249039 | 0.177031 | 0.324270 | 0.315028 | 0.401818 | 0.216129 | 0.198162 | 0.210070 | 0.232918 | 0.259878 | 0.212409 | 0.219263 | 0.240665 | 0.359297 |
| Size of the screen | 0.219962 | 0.275212 | 0.273884 | 0.338573 | 0.411655 | 1.000000 | 0.378187 | 0.410941 | 0.264674 | 0.290560 | 0.239298 | 0.345437 | 0.305405 | 0.290902 | 0.322440 | 0.288611 | 0.269994 | 0.278295 | 0.346447 | 0.264013 | 0.380629 |
| Electronic media | 0.241112 | 0.183919 | 0.287988 | 0.266246 | 0.238118 | 0.378187 | 1.000000 | 0.754414 | 0.636217 | 0.293009 | 0.240326 | 0.252094 | 0.373971 | 0.344800 | 0.343241 | 0.319687 | 0.209542 | 0.341613 | 0.323455 | 0.175582 | 0.209705 |
| Print media | 0.238421 | 0.156460 | 0.297248 | 0.291500 | 0.249039 | 0.410941 | 0.754414 | 1.000000 | 0.651765 | 0.288497 | 0.240645 | 0.240040 | 0.376907 | 0.353263 | 0.370847 | 0.351341 | 0.284418 | 0.349543 | 0.353232 | 0.182963 | 0.220291 |
| Hoardings | 0.202074 | 0.128429 | 0.266476 | 0.196218 | 0.177031 | 0.264674 | 0.636217 | 0.651765 | 1.000000 | 0.331637 | 0.177769 | 0.108796 | 0.266229 | 0.247542 | 0.318332 | 0.303566 | 0.236877 | 0.260842 | 0.296166 | 0.117033 | 0.148987 |
| Friends | 0.220499 | 0.219719 | 0.291228 | 0.251557 | 0.324270 | 0.290560 | 0.293009 | 0.288497 | 0.331637 | 1.000000 | 0.524864 | 0.303580 | 0.151109 | 0.164342 | 0.159330 | 0.179428 | 0.213524 | 0.151927 | 0.193085 | 0.167739 | 0.330806 |
| Family members | 0.205741 | 0.188218 | 0.211269 | 0.241758 | 0.315028 | 0.239298 | 0.240326 | 0.240645 | 0.177769 | 0.524864 | 1.000000 | 0.305155 | 0.141054 | 0.102727 | 0.067721 | 0.154411 | 0.213426 | 0.093876 | 0.161557 | 0.196582 | 0.271532 |
| Voice clarity | 0.189865 | 0.313370 | 0.291135 | 0.409060 | 0.401818 | 0.345437 | 0.252094 | 0.240040 | 0.108796 | 0.303580 | 0.305155 | 1.000000 | 0.333644 | 0.282737 | 0.263019 | 0.294226 | 0.320801 | 0.231258 | 0.249381 | 0.243936 | 0.367314 |
| MP3 facility | 0.208792 | 0.188104 | 0.140184 | 0.232849 | 0.216129 | 0.305405 | 0.373971 | 0.376907 | 0.266229 | 0.151109 | 0.141054 | 0.333644 | 1.000000 | 0.802965 | 0.730100 | 0.475656 | 0.310699 | 0.720118 | 0.616411 | 0.167273 | 0.338187 |
| Bluetooth | 0.203259 | 0.177044 | 0.163924 | 0.224646 | 0.198162 | 0.290902 | 0.344800 | 0.353263 | 0.247542 | 0.164342 | 0.102727 | 0.282737 | 0.802965 | 1.000000 | 0.794365 | 0.445135 | 0.310691 | 0.732494 | 0.585997 | 0.182164 | 0.373247 |
| Camera pixels | 0.226424 | 0.175327 | 0.176070 | 0.216971 | 0.210070 | 0.322440 | 0.343241 | 0.370847 | 0.318332 | 0.159330 | 0.067721 | 0.263019 | 0.730100 | 0.794365 | 1.000000 | 0.525500 | 0.347600 | 0.787034 | 0.619238 | 0.192735 | 0.381609 |
| FM radio | 0.251729 | 0.187393 | 0.226731 | 0.231296 | 0.232918 | 0.288611 | 0.319687 | 0.351341 | 0.303566 | 0.179428 | 0.154411 | 0.294226 | 0.475656 | 0.445135 | 0.525500 | 1.000000 | 0.408284 | 0.484568 | 0.424790 | 0.234218 | 0.364601 |
| Games | 0.181322 | 0.174319 | 0.243890 | 0.245455 | 0.259878 | 0.269994 | 0.209542 | 0.284418 | 0.236877 | 0.213524 | 0.213426 | 0.320801 | 0.310699 | 0.310691 | 0.347600 | 0.408284 | 1.000000 | 0.378922 | 0.346574 | 0.237919 | 0.329868 |
| Video | 0.219793 | 0.151544 | 0.166411 | 0.226117 | 0.212409 | 0.278295 | 0.341613 | 0.349543 | 0.260842 | 0.151927 | 0.093876 | 0.231258 | 0.720118 | 0.732494 | 0.787034 | 0.484568 | 0.378922 | 1.000000 | 0.633084 | 0.183343 | 0.348966 |
| Memory size | 0.208544 | 0.194127 | 0.173915 | 0.188534 | 0.219263 | 0.346447 | 0.323455 | 0.353232 | 0.296166 | 0.193085 | 0.161557 | 0.249381 | 0.616411 | 0.585997 | 0.619238 | 0.424790 | 0.346574 | 0.633084 | 1.000000 | 0.279794 | 0.407858 |
| Price | 0.111346 | 0.207753 | 0.153351 | 0.153898 | 0.240665 | 0.264013 | 0.175582 | 0.182963 | 0.117033 | 0.167739 | 0.196582 | 0.243936 | 0.167273 | 0.182164 | 0.192735 | 0.234218 | 0.237919 | 0.183343 | 0.279794 | 1.000000 | 0.380925 |
| Stylish | 0.285657 | 0.226921 | 0.279279 | 0.311172 | 0.359297 | 0.380629 | 0.209705 | 0.220291 | 0.148987 | 0.330806 | 0.271532 | 0.367314 | 0.338187 | 0.373247 | 0.381609 | 0.364601 | 0.329868 | 0.348966 | 0.407858 | 0.380925 | 1.000000 |
import pandas as pd
import numpy as np
from scipy.stats import pearsonr
# Assuming 'df' is your DataFrame
# Create a correlation matrix
correlation_matrix = data_HS_Factor.corr()
# Create an empty DataFrame for p-values
p_values_matrix = pd.DataFrame(np.zeros_like(correlation_matrix)
, columns=correlation_matrix.columns
, index=correlation_matrix.index)
# Calculate p-values for each pair of variables
for i in range(len(correlation_matrix.columns)):
for j in range(i+1, len(correlation_matrix.columns)):
corr, p_value = pearsonr(data_HS_Factor[correlation_matrix.columns[i]], data_HS_Factor[correlation_matrix.columns[j]])
p_values_matrix.iloc[i, j] = p_value
p_values_matrix.iloc[j, i] = p_value
# Print the correlation matrix
print("Correlation Matrix:")
display(correlation_matrix.style.applymap(highlight_cell))
# Print the p-values matrix
print("\nP-Values Matrix:")
display(p_values_matrix.style.applymap(highlight_cell))
Correlation Matrix:
| Feature | Brand | Battery back up | Keypad | Display | Sound | Size of the screen | Electronic media | Print media | Hoardings | Friends | Family members | Voice clarity | MP3 facility | Bluetooth | Camera pixels | FM radio | Games | Video | Memory size | Price | Stylish |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||||||||||||||
| Brand | 1.000000 | 0.447500 | 0.368049 | 0.352448 | 0.299773 | 0.219962 | 0.241112 | 0.238421 | 0.202074 | 0.220499 | 0.205741 | 0.189865 | 0.208792 | 0.203259 | 0.226424 | 0.251729 | 0.181322 | 0.219793 | 0.208544 | 0.111346 | 0.285657 |
| Battery back up | 0.447500 | 1.000000 | 0.455116 | 0.473122 | 0.356497 | 0.275212 | 0.183919 | 0.156460 | 0.128429 | 0.219719 | 0.188218 | 0.313370 | 0.188104 | 0.177044 | 0.175327 | 0.187393 | 0.174319 | 0.151544 | 0.194127 | 0.207753 | 0.226921 |
| Keypad | 0.368049 | 0.455116 | 1.000000 | 0.550146 | 0.463320 | 0.273884 | 0.287988 | 0.297248 | 0.266476 | 0.291228 | 0.211269 | 0.291135 | 0.140184 | 0.163924 | 0.176070 | 0.226731 | 0.243890 | 0.166411 | 0.173915 | 0.153351 | 0.279279 |
| Display | 0.352448 | 0.473122 | 0.550146 | 1.000000 | 0.515270 | 0.338573 | 0.266246 | 0.291500 | 0.196218 | 0.251557 | 0.241758 | 0.409060 | 0.232849 | 0.224646 | 0.216971 | 0.231296 | 0.245455 | 0.226117 | 0.188534 | 0.153898 | 0.311172 |
| Sound | 0.299773 | 0.356497 | 0.463320 | 0.515270 | 1.000000 | 0.411655 | 0.238118 | 0.249039 | 0.177031 | 0.324270 | 0.315028 | 0.401818 | 0.216129 | 0.198162 | 0.210070 | 0.232918 | 0.259878 | 0.212409 | 0.219263 | 0.240665 | 0.359297 |
| Size of the screen | 0.219962 | 0.275212 | 0.273884 | 0.338573 | 0.411655 | 1.000000 | 0.378187 | 0.410941 | 0.264674 | 0.290560 | 0.239298 | 0.345437 | 0.305405 | 0.290902 | 0.322440 | 0.288611 | 0.269994 | 0.278295 | 0.346447 | 0.264013 | 0.380629 |
| Electronic media | 0.241112 | 0.183919 | 0.287988 | 0.266246 | 0.238118 | 0.378187 | 1.000000 | 0.754414 | 0.636217 | 0.293009 | 0.240326 | 0.252094 | 0.373971 | 0.344800 | 0.343241 | 0.319687 | 0.209542 | 0.341613 | 0.323455 | 0.175582 | 0.209705 |
| Print media | 0.238421 | 0.156460 | 0.297248 | 0.291500 | 0.249039 | 0.410941 | 0.754414 | 1.000000 | 0.651765 | 0.288497 | 0.240645 | 0.240040 | 0.376907 | 0.353263 | 0.370847 | 0.351341 | 0.284418 | 0.349543 | 0.353232 | 0.182963 | 0.220291 |
| Hoardings | 0.202074 | 0.128429 | 0.266476 | 0.196218 | 0.177031 | 0.264674 | 0.636217 | 0.651765 | 1.000000 | 0.331637 | 0.177769 | 0.108796 | 0.266229 | 0.247542 | 0.318332 | 0.303566 | 0.236877 | 0.260842 | 0.296166 | 0.117033 | 0.148987 |
| Friends | 0.220499 | 0.219719 | 0.291228 | 0.251557 | 0.324270 | 0.290560 | 0.293009 | 0.288497 | 0.331637 | 1.000000 | 0.524864 | 0.303580 | 0.151109 | 0.164342 | 0.159330 | 0.179428 | 0.213524 | 0.151927 | 0.193085 | 0.167739 | 0.330806 |
| Family members | 0.205741 | 0.188218 | 0.211269 | 0.241758 | 0.315028 | 0.239298 | 0.240326 | 0.240645 | 0.177769 | 0.524864 | 1.000000 | 0.305155 | 0.141054 | 0.102727 | 0.067721 | 0.154411 | 0.213426 | 0.093876 | 0.161557 | 0.196582 | 0.271532 |
| Voice clarity | 0.189865 | 0.313370 | 0.291135 | 0.409060 | 0.401818 | 0.345437 | 0.252094 | 0.240040 | 0.108796 | 0.303580 | 0.305155 | 1.000000 | 0.333644 | 0.282737 | 0.263019 | 0.294226 | 0.320801 | 0.231258 | 0.249381 | 0.243936 | 0.367314 |
| MP3 facility | 0.208792 | 0.188104 | 0.140184 | 0.232849 | 0.216129 | 0.305405 | 0.373971 | 0.376907 | 0.266229 | 0.151109 | 0.141054 | 0.333644 | 1.000000 | 0.802965 | 0.730100 | 0.475656 | 0.310699 | 0.720118 | 0.616411 | 0.167273 | 0.338187 |
| Bluetooth | 0.203259 | 0.177044 | 0.163924 | 0.224646 | 0.198162 | 0.290902 | 0.344800 | 0.353263 | 0.247542 | 0.164342 | 0.102727 | 0.282737 | 0.802965 | 1.000000 | 0.794365 | 0.445135 | 0.310691 | 0.732494 | 0.585997 | 0.182164 | 0.373247 |
| Camera pixels | 0.226424 | 0.175327 | 0.176070 | 0.216971 | 0.210070 | 0.322440 | 0.343241 | 0.370847 | 0.318332 | 0.159330 | 0.067721 | 0.263019 | 0.730100 | 0.794365 | 1.000000 | 0.525500 | 0.347600 | 0.787034 | 0.619238 | 0.192735 | 0.381609 |
| FM radio | 0.251729 | 0.187393 | 0.226731 | 0.231296 | 0.232918 | 0.288611 | 0.319687 | 0.351341 | 0.303566 | 0.179428 | 0.154411 | 0.294226 | 0.475656 | 0.445135 | 0.525500 | 1.000000 | 0.408284 | 0.484568 | 0.424790 | 0.234218 | 0.364601 |
| Games | 0.181322 | 0.174319 | 0.243890 | 0.245455 | 0.259878 | 0.269994 | 0.209542 | 0.284418 | 0.236877 | 0.213524 | 0.213426 | 0.320801 | 0.310699 | 0.310691 | 0.347600 | 0.408284 | 1.000000 | 0.378922 | 0.346574 | 0.237919 | 0.329868 |
| Video | 0.219793 | 0.151544 | 0.166411 | 0.226117 | 0.212409 | 0.278295 | 0.341613 | 0.349543 | 0.260842 | 0.151927 | 0.093876 | 0.231258 | 0.720118 | 0.732494 | 0.787034 | 0.484568 | 0.378922 | 1.000000 | 0.633084 | 0.183343 | 0.348966 |
| Memory size | 0.208544 | 0.194127 | 0.173915 | 0.188534 | 0.219263 | 0.346447 | 0.323455 | 0.353232 | 0.296166 | 0.193085 | 0.161557 | 0.249381 | 0.616411 | 0.585997 | 0.619238 | 0.424790 | 0.346574 | 0.633084 | 1.000000 | 0.279794 | 0.407858 |
| Price | 0.111346 | 0.207753 | 0.153351 | 0.153898 | 0.240665 | 0.264013 | 0.175582 | 0.182963 | 0.117033 | 0.167739 | 0.196582 | 0.243936 | 0.167273 | 0.182164 | 0.192735 | 0.234218 | 0.237919 | 0.183343 | 0.279794 | 1.000000 | 0.380925 |
| Stylish | 0.285657 | 0.226921 | 0.279279 | 0.311172 | 0.359297 | 0.380629 | 0.209705 | 0.220291 | 0.148987 | 0.330806 | 0.271532 | 0.367314 | 0.338187 | 0.373247 | 0.381609 | 0.364601 | 0.329868 | 0.348966 | 0.407858 | 0.380925 | 1.000000 |
P-Values Matrix:
| Feature | Brand | Battery back up | Keypad | Display | Sound | Size of the screen | Electronic media | Print media | Hoardings | Friends | Family members | Voice clarity | MP3 facility | Bluetooth | Camera pixels | FM radio | Games | Video | Memory size | Price | Stylish |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||||||||||||||
| Brand | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000003 | 0.000000 | 0.000002 | 0.000011 | 0.000001 | 0.000003 | 0.000000 | 0.000000 | 0.000028 | 0.000000 | 0.000001 | 0.010527 | 0.000000 |
| Battery back up | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000022 | 0.000312 | 0.003142 | 0.000000 | 0.000014 | 0.000000 | 0.000014 | 0.000044 | 0.000052 | 0.000015 | 0.000057 | 0.000481 | 0.000007 | 0.000002 | 0.000000 |
| Keypad | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000001 | 0.000000 | 0.001253 | 0.000157 | 0.000048 | 0.000000 | 0.000000 | 0.000124 | 0.000060 | 0.000411 | 0.000000 |
| Display | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000006 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000013 | 0.000392 | 0.000000 |
| Sound | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000044 | 0.000000 | 0.000000 | 0.000000 | 0.000001 | 0.000005 | 0.000001 | 0.000000 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 0.000000 |
| Size of the screen | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| Electronic media | 0.000000 | 0.000022 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 0.000051 | 0.000001 |
| Print media | 0.000000 | 0.000312 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000024 | 0.000000 |
| Hoardings | 0.000003 | 0.003142 | 0.000000 | 0.000006 | 0.000044 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000041 | 0.012452 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.007155 | 0.000601 |
| Friends | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000500 | 0.000151 | 0.000240 | 0.000034 | 0.000001 | 0.000466 | 0.000008 | 0.000109 | 0.000000 |
| Family members | 0.000002 | 0.000014 | 0.000001 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000041 | 0.000000 | 0.000000 | 0.000000 | 0.001168 | 0.018329 | 0.120489 | 0.000374 | 0.000001 | 0.031184 | 0.000196 | 0.000005 | 0.000000 |
| Voice clarity | 0.000011 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.012452 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| MP3 facility | 0.000001 | 0.000014 | 0.001253 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000500 | 0.001168 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000114 | 0.000000 |
| Bluetooth | 0.000003 | 0.000044 | 0.000157 | 0.000000 | 0.000005 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000151 | 0.018329 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000026 | 0.000000 |
| Camera pixels | 0.000000 | 0.000052 | 0.000048 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000240 | 0.120489 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000008 | 0.000000 |
| FM radio | 0.000000 | 0.000015 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000034 | 0.000374 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| Games | 0.000028 | 0.000057 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 0.000001 | 0.000001 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| Video | 0.000000 | 0.000481 | 0.000124 | 0.000000 | 0.000001 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000466 | 0.031184 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000023 | 0.000000 |
| Memory size | 0.000001 | 0.000007 | 0.000060 | 0.000013 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000008 | 0.000196 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
| Price | 0.010527 | 0.000002 | 0.000411 | 0.000392 | 0.000000 | 0.000000 | 0.000051 | 0.000024 | 0.007155 | 0.000109 | 0.000005 | 0.000000 | 0.000114 | 0.000026 | 0.000008 | 0.000000 | 0.000000 | 0.000023 | 0.000000 | 0.000000 | 0.000000 |
| Stylish | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000001 | 0.000000 | 0.000601 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 |
import pandas as pd
import numpy as np
from factor_analyzer import FactorAnalyzer
from factor_analyzer.factor_analyzer import calculate_kmo
from factor_analyzer.factor_analyzer import calculate_bartlett_sphericity
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 10
# Initialize FactorAnalyzer
fa = FactorAnalyzer(n_factors, rotation=None)
# Fit the model
fa.fit(data_HS_Factor)
# Obtain the factor loadings
factor_loadings = pd.DataFrame(fa.loadings_, index=data_HS_Factor.columns)
# Calculate Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy
kmo_per_variable, kmo_total = calculate_kmo(data_HS_Factor)
# Print the KMO values
print("Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable:")
print(kmo_per_variable)
print("\nKaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total):", kmo_total)
chi2_statistic,p_value = calculate_bartlett_sphericity(data_HS_Factor)
# Print the test statistics
print("\nBartlett's Test of Sphericity:")
print(f"Chi-Square Statistic: {chi2_statistic}")
print(f"P-value: {p_value}")
Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable: [0.89924419 0.86183536 0.89853055 0.89540982 0.92394103 0.94286954 0.86282679 0.86729638 0.85747471 0.84080338 0.82888089 0.91518042 0.9059546 0.89209979 0.90308777 0.95581706 0.93279876 0.91796229 0.95219443 0.88549424 0.92260799] Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total): 0.9010115504729133 Bartlett's Test of Sphericity: Chi-Square Statistic: 5210.445073973882 P-value: 0.0
From the above KMO result, we note that the KMO value is 0.901. From the above recommendations of Kaiser and Rice, it is appropriate to proceed with factor analysis of the data on hand.
Another alternative is to cluster analyze the variables and inspect the dendrogram. This is a good option in present context.
from scipy.cluster.hierarchy import linkage, dendrogram
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_HS_Factor.T
# Perform hierarchical clustering with single linkage
linkage_matrix = linkage(data_transposed, method='single')
# Create a dendrogram
#dendrogram(linkage_matrix, orientation='top', labels=data_HS_Factor.columns, distance_sort='descending', show_leaf_counts=True)
# Create a dendrogram with transposed orientation
dendrogram(linkage_matrix, orientation='right', labels=data_HS_Factor.columns
, distance_sort='descending', show_leaf_counts=True)
# Add labels and title
plt.xlabel('Feature Index')
plt.ylabel('Distance')
plt.title('Dendrogram with Single Linkage on Columns')
# Show the plot
plt.show()
From the Dendrogram, it is clearly evident that there are three groups of variables, signifying different aspects. This suggest that there are correlations between variables as well as the number of factors that can be extracted.
import matplotlib.pyplot as plt
from sklearn.cluster import KMeans
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_HS_Factor.T
# Specify the number of clusters (k)
num_clusters = 6 # You can adjust this based on your requirements
# Perform k-means clustering
kmeans = KMeans(n_clusters=num_clusters, random_state=42)
cluster_labels = kmeans.fit_predict(data_transposed)
# Visualize the results
plt.figure(figsize=(10, 6))
plt.scatter(data_transposed.index, cluster_labels, c=cluster_labels, cmap='viridis', marker='o', s=50)
plt.title('K-Means Clustering on Columns')
plt.xticks(rotation=90)
plt.xlabel('Feature Index')
plt.ylabel('Cluster Label')
plt.show()
C:\Users\vkakarla\AppData\Local\anaconda3\lib\site-packages\sklearn\cluster\_kmeans.py:1446: UserWarning: KMeans is known to have a memory leak on Windows with MKL, when there are less chunks than available threads. You can avoid it by setting the environment variable OMP_NUM_THREADS=1. warnings.warn(
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
# Create a FactorAnalyzer object
fa_woer = FactorAnalyzer(len(data_HS_Factor.columns),method='principal',rotation=None) #without extracation and rotation
fa_wer = FactorAnalyzer(n_factors,method='principal', rotation="varimax")
# Fit the factor model to your data
fa_woer.fit(data_HS_Factor)
fa_wer.fit(data_HS_Factor)
# Get the variable names
features = data_HS_Factor.columns
# Get initial communalities
communalities_without_extraction_rotation = fa_woer.get_communalities()
# Get extracted communalities
communalities_with_extraction_rotation = fa_wer.get_communalities()
# Create a DataFrame with feature, initial communality, and extracted communality
communalities_table = pd.DataFrame({ 'Feature': features,
'Communalities (Initial)': communalities_without_extraction_rotation,
'Communalities (With Extraction and Rotation)': communalities_with_extraction_rotation,
})
# Display the communalities table
# print('\n',features)
# print('\n',communalities_without_rotation)
# print('\n',communalities_with_rotation,'\n')
communalities_table.style.applymap(highlight_cell)
| Feature | Communalities (Initial) | Communalities (With Extraction and Rotation) | |
|---|---|---|---|
| 0 | Brand | 1.000000 | 0.305565 |
| 1 | Battery back up | 1.000000 | 0.448350 |
| 2 | Keypad | 1.000000 | 0.491550 |
| 3 | Display | 1.000000 | 0.535471 |
| 4 | Sound | 1.000000 | 0.534186 |
| 5 | Size of the screen | 1.000000 | 0.382207 |
| 6 | Electronic media | 1.000000 | 0.767796 |
| 7 | Print media | 1.000000 | 0.788377 |
| 8 | Hoardings | 1.000000 | 0.737310 |
| 9 | Friends | 1.000000 | 0.386403 |
| 10 | Family members | 1.000000 | 0.320768 |
| 11 | Voice clarity | 1.000000 | 0.416320 |
| 12 | MP3 facility | 1.000000 | 0.754092 |
| 13 | Bluetooth | 1.000000 | 0.772045 |
| 14 | Camera pixels | 1.000000 | 0.803458 |
| 15 | FM radio | 1.000000 | 0.439657 |
| 16 | Games | 1.000000 | 0.301096 |
| 17 | Video | 1.000000 | 0.766746 |
| 18 | Memory size | 1.000000 | 0.600867 |
| 19 | Price | 1.000000 | 0.196907 |
| 20 | Stylish | 1.000000 | 0.453419 |
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 9
# Create a FactorAnalyzer object
fa = FactorAnalyzer(len(data_HS_Factor.columns), method='principal',rotation='varimax')
# Fit the factor model to your data
fa.fit(data_HS_Factor)
# Get the explained variance
explained_variance = fa.get_factor_variance()
# Create a DataFrame with the total variance explained
total_variance_table = pd.DataFrame({
'Factor': [f'Factor {i+1}' for i in range(len(data_HS_Factor.columns))],
'SS Loadings': explained_variance[0],
'Proportion Var': explained_variance[1],
'Cumulative Var': explained_variance[2]
})
# Display the total variance table
print("Total Variance Explained Table:")
total_variance_table.style.applymap(highlight_cell)
Total Variance Explained Table:
| Factor | SS Loadings | Proportion Var | Cumulative Var | |
|---|---|---|---|---|
| 0 | Factor 1 | 3.527983 | 0.167999 | 0.167999 |
| 1 | Factor 2 | 0.963806 | 0.045896 | 0.213895 |
| 2 | Factor 3 | 1.096564 | 0.052217 | 0.266112 |
| 3 | Factor 4 | 1.033088 | 0.049195 | 0.315307 |
| 4 | Factor 5 | 1.038610 | 0.049458 | 0.364764 |
| 5 | Factor 6 | 1.030469 | 0.049070 | 0.413834 |
| 6 | Factor 7 | 1.027504 | 0.048929 | 0.462763 |
| 7 | Factor 8 | 1.012489 | 0.048214 | 0.510977 |
| 8 | Factor 9 | 1.022477 | 0.048689 | 0.559666 |
| 9 | Factor 10 | 0.962137 | 0.045816 | 0.605482 |
| 10 | Factor 11 | 1.003432 | 0.047782 | 0.653265 |
| 11 | Factor 12 | 0.952925 | 0.045377 | 0.698642 |
| 12 | Factor 13 | 0.987753 | 0.047036 | 0.745678 |
| 13 | Factor 14 | 0.759410 | 0.036162 | 0.781840 |
| 14 | Factor 15 | 1.004751 | 0.047845 | 0.829686 |
| 15 | Factor 16 | 1.014496 | 0.048309 | 0.877995 |
| 16 | Factor 17 | 1.121274 | 0.053394 | 0.931389 |
| 17 | Factor 18 | 0.313894 | 0.014947 | 0.946336 |
| 18 | Factor 19 | 0.681454 | 0.032450 | 0.978786 |
| 19 | Factor 20 | 0.237971 | 0.011332 | 0.990118 |
| 20 | Factor 21 | 0.207513 | 0.009882 | 1.000000 |
We can keep the below variables which better correlations and communalities
HS_Influence_Columns_Final = ['HS - Influence Rating for Electronic media',
'HS - Influence Rating for Print media',
'HS - Influence Rating for Hoardings',
'HS - Influence Rating for MP3 facility',
'HS - Influence Rating for Bluetooth',
'HS - Influence Rating for Camera pixels',
'HS - Influence Rating for Video',
]
data_HS_Factor_Final = data2[HS_Influence_Columns_Final]
data_HS_Factor_Final.columns
Index(['HS - Influence Rating for Electronic media',
'HS - Influence Rating for Print media',
'HS - Influence Rating for Hoardings',
'HS - Influence Rating for MP3 facility',
'HS - Influence Rating for Bluetooth',
'HS - Influence Rating for Camera pixels',
'HS - Influence Rating for Video'],
dtype='object', name='Feature')
data_HS_Factor_Final.columns = data_HS_Factor_Final.columns.str.replace('HS - Influence Rating for ', '')
print(data_HS_Factor_Final.columns)
data_HS_Factor
Index(['Electronic media', 'Print media', 'Hoardings', 'MP3 facility',
'Bluetooth', 'Camera pixels', 'Video'],
dtype='object', name='Feature')
| Feature | Brand | Battery back up | Keypad | Display | Sound | Size of the screen | Electronic media | Print media | Hoardings | Friends | Family members | Voice clarity | MP3 facility | Bluetooth | Camera pixels | FM radio | Games | Video | Memory size | Price | Stylish |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 4 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 2 | 4 | 5 | 4 |
| 1 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 1 | 1 | 1 | 5 | 3 | 1 | 2 | 4 | 5 |
| 2 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 |
| 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 3 | 3 | 5 | 5 |
| 5 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 6 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 2 | 4 | 4 | 1 | 4 | 1 | 4 |
| 7 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 4 |
| 8 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 |
| 9 | 4 | 5 | 4 | 4 | 3 | 2 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 1 | 1 | 1 | 2 | 2 | 4 | 4 | 3 |
| 10 | 5 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 3 | 4 | 2 | 3 |
| 11 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 |
| 12 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 |
| 13 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 3 | 3 |
| 14 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 |
| 15 | 5 | 4 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 |
| 16 | 3 | 3 | 3 | 5 | 4 | 3 | 4 | 2 | 1 | 3 | 5 | 4 | 1 | 1 | 2 | 3 | 2 | 5 | 2 | 1 | 1 |
| 17 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 |
| 18 | 3 | 4 | 4 | 3 | 2 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 3 | 3 | 4 | 4 |
| 19 | 3 | 4 | 3 | 3 | 2 | 2 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 3 | 2 | 3 | 4 | 2 | 1 | 4 | 2 |
| 20 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 5 |
| 21 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 3 | 4 | 3 |
| 22 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 |
| 23 | 3 | 3 | 4 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 4 | 2 | 2 | 5 | 4 | 4 | 4 |
| 24 | 4 | 5 | 5 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 5 | 3 |
| 25 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 3 |
| 26 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 27 | 5 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 28 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 4 | 4 |
| 29 | 4 | 4 | 3 | 4 | 3 | 2 | 2 | 1 | 3 | 5 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 |
| 30 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 |
| 31 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 32 | 5 | 5 | 3 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 5 | 5 |
| 33 | 5 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
| 34 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 2 |
| 35 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 4 | 3 | 5 |
| 36 | 4 | 2 | 3 | 1 | 4 | 2 | 3 | 1 | 2 | 3 | 1 | 4 | 3 | 2 | 4 | 2 | 5 | 2 | 4 | 5 | 3 |
| 37 | 5 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 5 | 2 |
| 38 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 5 |
| 39 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 2 | 2 | 1 | 3 | 3 | 3 | 4 | 4 | 5 | 5 |
| 40 | 1 | 2 | 3 | 3 | 3 | 2 | 2 | 1 | 4 | 4 | 2 | 3 | 3 | 5 | 2 | 2 | 2 | 1 | 2 | 2 | 4 |
| 41 | 5 | 3 | 2 | 3 | 2 | 2 | 3 | 3 | 3 | 2 | 4 | 2 | 2 | 3 | 2 | 1 | 4 | 3 | 1 | 3 | 1 |
| 42 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 2 | 3 | 4 | 5 | 4 | 3 | 4 | 5 | 4 |
| 43 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 3 | 4 | 3 | 2 | 3 |
| 44 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 3 | 4 | 1 | 3 | 5 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 |
| 45 | 4 | 4 | 4 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 2 | 5 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 4 | 4 |
| 46 | 5 | 3 | 3 | 3 | 4 | 2 | 1 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 4 | 4 | 1 | 3 | 3 | 3 |
| 47 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 |
| 48 | 5 | 5 | 5 | 3 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 |
| 49 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 3 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 2 |
| 50 | 4 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 51 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 1 | 1 | 5 | 4 | 4 | 3 | 3 | 3 |
| 52 | 5 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 |
| 53 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 2 | 5 | 3 | 5 | 4 | 3 | 3 | 2 | 5 | 3 | 3 | 3 | 5 | 5 |
| 54 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 5 |
| 55 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 |
| 56 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 5 | 3 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 |
| 57 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 2 | 2 | 1 | 2 | 1 |
| 58 | 5 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 3 | 5 | 4 | 5 | 3 | 2 | 4 | 5 | 3 | 5 | 4 | 3 | 5 |
| 59 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 2 | 1 | 4 | 3 | 3 | 2 | 1 | 3 | 1 | 1 | 5 | 3 | 3 |
| 60 | 5 | 5 | 4 | 3 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 3 | 2 | 4 | 3 | 2 | 5 | 3 | 4 | 3 | 3 |
| 61 | 5 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 4 | 5 |
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| 236 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 |
| 237 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 5 | 4 | 2 | 2 | 4 | 4 | 4 | 4 |
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| 239 | 4 | 5 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 4 |
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| 241 | 4 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 1 | 1 | 3 | 1 | 2 | 3 | 1 |
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| 243 | 4 | 4 | 4 | 4 | 4 | 5 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 |
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| 258 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 5 | 4 | 3 | 3 | 5 | 5 | 4 | 3 | 4 | 4 |
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| 286 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 2 |
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| 317 | 4 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 |
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| 395 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 396 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 4 | 4 | 4 | 5 |
| 397 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 4 | 4 | 3 | 4 | 4 |
| 398 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 3 | 4 | 3 | 4 | 5 |
| 399 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 |
| 400 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 4 | 4 |
| 401 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 1 | 5 |
| 402 | 5 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 5 | 2 | 4 | 3 | 1 | 4 |
| 403 | 5 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 3 | 2 | 2 | 4 | 3 |
| 404 | 5 | 3 | 3 | 3 | 5 | 5 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 2 | 2 | 5 |
| 405 | 5 | 5 | 5 | 5 | 4 | 1 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 1 | 1 | 1 | 4 | 2 | 2 | 5 | 4 |
| 406 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 1 | 4 | 4 | 1 | 1 | 4 | 4 |
| 407 | 3 | 3 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 4 | 4 | 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 3 | 1 |
| 408 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 5 | 5 | 2 | 2 | 4 | 4 |
| 409 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 1 | 1 | 5 | 4 |
| 410 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 4 | 3 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 1 | 3 | 5 |
| 411 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 5 | 1 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 5 |
| 412 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 1 | 4 | 5 |
| 413 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 4 | 2 | 4 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 3 | 5 | 5 | 4 |
| 414 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 |
| 415 | 5 | 4 | 3 | 4 | 3 | 3 | 2 | 1 | 1 | 3 | 3 | 5 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 2 |
| 416 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 3 | 4 | 4 |
| 417 | 5 | 5 | 1 | 3 | 5 | 4 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 1 | 1 | 1 | 3 | 3 | 3 | 3 |
| 418 | 3 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 4 | 2 | 2 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 3 |
| 419 | 5 | 5 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 |
| 420 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 |
| 421 | 1 | 2 | 3 | 4 | 3 | 4 | 3 | 3 | 2 | 2 | 2 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 5 |
| 422 | 4 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 4 |
| 423 | 5 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 5 |
| 424 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 2 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 4 | 4 | 4 | 5 |
| 425 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 1 | 5 |
| 426 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 2 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 4 |
| 427 | 1 | 5 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 5 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 3 | 5 | 1 |
| 428 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 |
| 429 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 5 |
| 430 | 5 | 5 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 3 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 4 |
| 431 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 4 |
| 432 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 3 | 5 | 3 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 5 | 5 |
| 433 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 |
| 434 | 1 | 2 | 2 | 2 | 3 | 4 | 1 | 1 | 2 | 4 | 2 | 4 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 |
| 435 | 4 | 3 | 3 | 2 | 4 | 4 | 2 | 1 | 2 | 1 | 1 | 2 | 3 | 2 | 4 | 4 | 3 | 2 | 3 | 4 | 2 |
| 436 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 4 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 4 | 2 |
| 437 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 4 | 4 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 |
| 438 | 4 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4 | 4 | 1 | 2 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 1 |
| 439 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 4 | 5 | 3 | 5 | 5 |
| 440 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 441 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 |
| 442 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 5 | 3 |
| 443 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 444 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 445 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 2 | 2 | 2 | 2 | 3 | 1 | 1 | 4 | 4 |
| 446 | 4 | 5 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 4 | 4 | 4 | 1 | 1 | 1 | 4 | 4 | 3 | 4 | 3 | 4 |
| 447 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 4 |
| 448 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 4 | 3 | 4 |
| 449 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 450 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 4 |
| 451 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 2 | 4 | 4 | 4 |
| 452 | 5 | 5 | 4 | 4 | 5 | 4 | 5 | 5 | 2 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 453 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 454 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 455 | 4 | 3 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 1 | 4 | 4 | 5 | 4 |
| 456 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 5 | 5 | 3 |
| 457 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 4 | 4 | 4 |
| 458 | 5 | 5 | 5 | 5 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 5 | 4 |
| 459 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 3 | 2 | 2 | 2 | 2 | 3 | 2 | 2 | 3 | 3 |
| 460 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 |
| 461 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 3 |
| 462 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 |
| 463 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 |
| 464 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 4 |
| 465 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 5 | 5 | 1 | 1 | 5 | 5 |
| 466 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 467 | 5 | 4 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 4 | 3 | 3 | 3 | 4 | 3 | 3 |
| 468 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 3 | 5 | 5 | 5 |
| 469 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 4 |
| 470 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 |
| 471 | 4 | 5 | 3 | 4 | 3 | 5 | 2 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 3 |
| 472 | 5 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 2 | 2 | 2 | 2 | 2 | 2 | 4 | 3 | 3 | 3 | 3 |
| 473 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 3 | 3 | 3 | 2 | 4 |
| 474 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 |
| 475 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 3 | 2 | 3 |
| 476 | 5 | 5 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 2 | 2 |
| 477 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 4 | 5 |
| 478 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 2 | 5 | 5 | 5 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 5 | 5 |
| 479 | 4 | 5 | 4 | 4 | 5 | 4 | 3 | 3 | 3 | 5 | 5 | 4 | 1 | 1 | 1 | 4 | 3 | 1 | 4 | 4 | 4 |
| 480 | 4 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 3 |
| 481 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 4 | 2 | 2 | 4 | 4 |
| 482 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 1 | 1 | 5 | 4 | 1 | 4 | 5 | 5 |
| 483 | 4 | 4 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 3 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 3 | 2 | 3 | 3 |
| 484 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 4 | 4 |
| 485 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 3 | 3 | 2 | 4 | 3 | 4 | 3 | 4 | 4 |
| 486 | 4 | 5 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 4 | 3 | 3 | 5 | 4 | 3 | 5 | 3 | 3 | 2 | 3 | 3 |
| 487 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 3 | 2 | 4 | 3 | 3 | 2 | 3 | 4 |
| 488 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 3 | 4 | 5 |
| 489 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 490 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 491 | 5 | 4 | 3 | 3 | 5 | 3 | 2 | 2 | 3 | 4 | 5 | 3 | 3 | 3 | 4 | 3 | 2 | 3 | 3 | 3 | 3 |
| 492 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 4 | 4 |
| 493 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 |
| 494 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 5 |
| 495 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 2 | 1 | 1 | 5 | 1 | 1 | 1 | 4 | 3 |
| 496 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 3 |
| 497 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 3 | 4 | 3 | 3 |
| 498 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 4 |
| 499 | 4 | 5 | 3 | 5 | 4 | 2 | 1 | 2 | 2 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 5 | 3 |
| 500 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 2 | 1 | 5 | 4 | 4 | 1 | 1 | 4 | 3 |
| 501 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 |
| 502 | 4 | 3 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 3 | 3 | 4 |
| 503 | 5 | 4 | 4 | 5 | 2 | 4 | 3 | 5 | 2 | 1 | 4 | 5 | 4 | 2 | 4 | 1 | 5 | 5 | 5 | 4 | 3 |
| 504 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 3 | 5 |
| 505 | 5 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 1 | 3 | 4 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 4 |
| 506 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 3 |
| 507 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 508 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 3 |
| 509 | 4 | 4 | 4 | 4 | 4 | 2 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 4 |
| 510 | 5 | 5 | 5 | 5 | 5 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 4 |
| 511 | 5 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 2 | 2 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 3 |
| 512 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 | 3 |
| 513 | 4 | 5 | 4 | 5 | 5 | 3 | 3 | 2 | 2 | 3 | 3 | 5 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 |
| 514 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 3 | 4 |
| 515 | 4 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 5 | 4 | 4 |
| 516 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 |
| 517 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 5 |
| 518 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 |
| 519 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 |
| 520 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 2 | 2 | 4 | 2 | 3 | 3 | 4 |
| 521 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 4 | 4 | 2 | 3 | 4 | 4 |
| 522 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 5 |
| 523 | 5 | 4 | 4 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 5 | 4 | 2 | 2 | 2 | 5 | 5 | 2 | 3 | 4 | 4 |
| 524 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 2 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 4 |
| 525 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 3 | 3 |
| 526 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 | 5 |
round(data_HS_Factor_Final.corr(),3).style.applymap(highlight_cell)
| Feature | Electronic media | Print media | Hoardings | MP3 facility | Bluetooth | Camera pixels | Video |
|---|---|---|---|---|---|---|---|
| Feature | |||||||
| Electronic media | 1.000000 | 0.754000 | 0.636000 | 0.374000 | 0.345000 | 0.343000 | 0.342000 |
| Print media | 0.754000 | 1.000000 | 0.652000 | 0.377000 | 0.353000 | 0.371000 | 0.350000 |
| Hoardings | 0.636000 | 0.652000 | 1.000000 | 0.266000 | 0.248000 | 0.318000 | 0.261000 |
| MP3 facility | 0.374000 | 0.377000 | 0.266000 | 1.000000 | 0.803000 | 0.730000 | 0.720000 |
| Bluetooth | 0.345000 | 0.353000 | 0.248000 | 0.803000 | 1.000000 | 0.794000 | 0.732000 |
| Camera pixels | 0.343000 | 0.371000 | 0.318000 | 0.730000 | 0.794000 | 1.000000 | 0.787000 |
| Video | 0.342000 | 0.350000 | 0.261000 | 0.720000 | 0.732000 | 0.787000 | 1.000000 |
import pandas as pd
import numpy as np
from scipy.stats import pearsonr
# Assuming 'df' is your DataFrame
# Create a correlation matrix
correlation_matrix = data_HS_Factor_Final.corr()
# Create an empty DataFrame for p-values
p_values_matrix = pd.DataFrame(np.zeros_like(correlation_matrix), columns=correlation_matrix.columns, index=correlation_matrix.index)
# Calculate p-values for each pair of variables
for i in range(len(correlation_matrix.columns)):
for j in range(i+1, len(correlation_matrix.columns)):
corr, p_value = pearsonr(data_HS_Factor[correlation_matrix.columns[i]], data_HS_Factor[correlation_matrix.columns[j]])
p_values_matrix.iloc[i, j] = p_value
p_values_matrix.iloc[j, i] = p_value
# Print the correlation matrix
print("Correlation Matrix:")
display(correlation_matrix.style.applymap(highlight_cell))
# Print the p-values matrix
print("\nP-Values Matrix:")
display(round(p_values_matrix,3))
Correlation Matrix:
| Feature | Electronic media | Print media | Hoardings | MP3 facility | Bluetooth | Camera pixels | Video |
|---|---|---|---|---|---|---|---|
| Feature | |||||||
| Electronic media | 1.000000 | 0.754414 | 0.636217 | 0.373971 | 0.344800 | 0.343241 | 0.341613 |
| Print media | 0.754414 | 1.000000 | 0.651765 | 0.376907 | 0.353263 | 0.370847 | 0.349543 |
| Hoardings | 0.636217 | 0.651765 | 1.000000 | 0.266229 | 0.247542 | 0.318332 | 0.260842 |
| MP3 facility | 0.373971 | 0.376907 | 0.266229 | 1.000000 | 0.802965 | 0.730100 | 0.720118 |
| Bluetooth | 0.344800 | 0.353263 | 0.247542 | 0.802965 | 1.000000 | 0.794365 | 0.732494 |
| Camera pixels | 0.343241 | 0.370847 | 0.318332 | 0.730100 | 0.794365 | 1.000000 | 0.787034 |
| Video | 0.341613 | 0.349543 | 0.260842 | 0.720118 | 0.732494 | 0.787034 | 1.000000 |
P-Values Matrix:
| Feature | Electronic media | Print media | Hoardings | MP3 facility | Bluetooth | Camera pixels | Video |
|---|---|---|---|---|---|---|---|
| Feature | |||||||
| Electronic media | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Print media | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Hoardings | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| MP3 facility | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Bluetooth | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Camera pixels | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| Video | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
It is a matrix of negative partial covariances and correlations. They can give an indication of correlations which aren’t due to the common factors. Small values indicate that your variables are relatively free of unexplained correlations. Most or all values off the diagonal should be small (close to zero). Each value on the diagonal of the anti-image correlation matrix shows the Measure of Sampling Adequacy (MSA) for the respective item. Values less than 0.5 may indicate variables that do not seem to fit with the structure of the other variables. Consider dropping such variables from your analysis.
This table shows two tests which indicate the suitability of your data for factor analysis. One can examine Kaiser’s measure of overall sampling adequacy and a measure of the sampling adequacy for each indicator. This measure, Kaiser-Meyer -Olkin Measure of Sampling Adequacy, is a popular diagnostic measure. KMO provides a measure to assess the extent to which the indicators of a construct belong together. That is, it is a measure of homogeneity of variables. There are no statistical tests for the KMO measure. The following guidelines are suggested(by Kaiser and Rice):
| KMO Measure | Recommendation |
|---|---|
| ≥ 0.9 | Marvelous |
| 0.80+ | Meritorious |
| 0.70+ | Middling |
| 0.60+ | Mediocre |
| 0.50+ | Miserable |
| < 0.50 | Unacceptable |
This criterion is accurate when there are less than 30 variables and communalities after extraction are greater than 0.7 or when the sample size exceeds 250 and the average communality is greater than 0.6.
It tests the null hypothesis that whether the original correlation matrix is an identity matrix, which would indicate that your variables are unrelated. For factor analysis to work we need some relationships between variables and if the correlation matrix were an identity matrix then all correlation coefficients would be zero. Therefore, we want this test to be significant. The significance level gives the result of the test. Very small values (p-value less than .05) indicate that there are probably significant relationships among your variables. A significant test tells that the correlation matrix is not an identity matrix and hence, we expect some relationships between the variables. If a value is more than 0.10 then it may indicate that the data are not suitable for factor analysis.
For the problem under analysis, the significance value is 0.000, and hence the variables are not independent. So, this test also suggests us to proceed with the factor analysis.
import pandas as pd
import numpy as np
from factor_analyzer import FactorAnalyzer
from factor_analyzer.factor_analyzer import calculate_kmo
from factor_analyzer.factor_analyzer import calculate_bartlett_sphericity
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 10
# Initialize FactorAnalyzer
fa = FactorAnalyzer(n_factors, rotation=None)
# Fit the model
fa.fit(data_HS_Factor_Final)
# Obtain the factor loadings
factor_loadings = pd.DataFrame(fa.loadings_, index=data_HS_Factor_Final.columns)
# Calculate Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy
kmo_per_variable, kmo_total = calculate_kmo(data_HS_Factor_Final)
# Print the KMO values
print("Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable:")
print(kmo_per_variable)
print("\nKaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total):", kmo_total)
chi2_statistic,p_value = calculate_bartlett_sphericity(data_HS_Factor_Final)
# Print the test statistics
print("\nBartlett's Test of Sphericity:")
print(f"Chi-Square Statistic: {chi2_statistic}")
print(f"P-value: {p_value}")
Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable: [0.78757719 0.78915079 0.83392998 0.87329581 0.83859726 0.84347744 0.88024368] Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total): 0.8379828211326764 Bartlett's Test of Sphericity: Chi-Square Statistic: 2571.370279462248 P-value: 0.0
From the above KMO result, we note that the KMO value is 0.838. From the above recommendations of Kaiser and Rice, it is appropriate to proceed with factor analysis of the data on hand.
from scipy.cluster.hierarchy import linkage, dendrogram
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_HS_Factor_Final.T
# Perform hierarchical clustering with single linkage
linkage_matrix = linkage(data_transposed, method='single')
# Create a dendrogram
#dendrogram(linkage_matrix, orientation='top', labels=data_HS_Factor.columns, distance_sort='descending', show_leaf_counts=True)
# Create a dendrogram with transposed orientation
dendrogram(linkage_matrix, orientation='right', labels=data_HS_Factor_Final.columns
, distance_sort='descending', show_leaf_counts=True)
# Add labels and title
plt.xlabel('Feature Index')
plt.ylabel('Distance')
plt.title('Dendrogram with Single Linkage on Columns')
# Show the plot
plt.show()
From the Dendrogram, it is clearly evident that there are two groups of variables, signifying different aspects. This suggest that there are correlations between variables as well as the number of factors that can be extracted.
import matplotlib.pyplot as plt
from sklearn.cluster import KMeans
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_HS_Factor_Final.T
# Specify the number of clusters (k)
num_clusters = 2 # You can adjust this based on your requirements
# Perform k-means clustering
kmeans = KMeans(n_clusters=num_clusters, random_state=42)
cluster_labels = kmeans.fit_predict(data_transposed)
# Visualize the results
plt.figure(figsize=(6, 4))
plt.scatter(data_transposed.index, cluster_labels, c=cluster_labels, cmap='viridis', marker='o', s=50)
plt.title('K-Means Clustering on Columns')
plt.xticks(rotation=90)
plt.xlabel('Feature Index')
plt.ylabel('Cluster Label')
plt.show()
C:\Users\vkakarla\AppData\Local\anaconda3\lib\site-packages\sklearn\cluster\_kmeans.py:1446: UserWarning: KMeans is known to have a memory leak on Windows with MKL, when there are less chunks than available threads. You can avoid it by setting the environment variable OMP_NUM_THREADS=1. warnings.warn(
import matplotlib.pyplot as plt
import numpy as np
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify a range of factor numbers
num_factors_range = range(1, len(data_HS_Factor_Final.columns) + 1)
# Create an empty list to store eigenvalues
eigenvalues = []
# Iterate over different numbers of factors
for n_factors in num_factors_range:
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
fa.fit(data_HS_Factor_Final)
eigenvalues.append(fa.get_eigenvalues()[0][n_factors - 1]) # Extract the eigenvalue for the specified number of factors
# Plot the scree plot
plt.plot(num_factors_range, eigenvalues, marker='o')
plt.title('Scree Plot')
plt.xlabel('Number of Factors')
plt.ylabel('Eigenvalues')
plt.show()
C:\Users\vkakarla\AppData\Local\anaconda3\lib\site-packages\factor_analyzer\factor_analyzer.py:663: UserWarning: No rotation will be performed when the number of factors equals 1. warnings.warn(
Factor analysis consists of selecting the method of extracting the components, the number of components to be extracted, and the method of rotation for interpretation of the factors. We have selected the Principal Component Method of extraction and the varimax method of rotation. The number of factors extracted is based on eigenvalue more than one rule. This has resulted in several tables and we consider them one by one.
This table gives us the proportion of variance explained by the underlying factors. After extraction some of the factors are discarded and so some information is lost. The amount of variance in each variable that can be explained by the retained factors is represented by the communalities after extraction.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 2
#The rotation must be one of the following:
#['varimax', 'oblimax', 'quartimax', 'equamax', 'geomin_ort', 'promax', 'oblimin', 'quartimin', 'geomin_obl', None]
# Defaults to ‘promax’.
# Create a FactorAnalyzer object
fa_woer = FactorAnalyzer(len(data_HS_Factor_Final.columns),method='principal',rotation=None) #without extracation and rotation
fa_wer = FactorAnalyzer(n_factors,method='principal', rotation='varimax')
# Fit the factor model to your data
fa_woer.fit(data_HS_Factor_Final)
fa_wer.fit(data_HS_Factor_Final)
# Get the variable names
features = data_HS_Factor_Final.columns
# Get initial communalities
communalities_without_extraction_rotation = fa_woer.get_communalities()
# Get extracted communalities
communalities_with_extraction_rotation = fa_wer.get_communalities()
# Create a DataFrame with feature, initial communality, and extracted communality
communalities_table = pd.DataFrame({ 'Feature': features,
'Communalities (Initial)': communalities_without_extraction_rotation,
'Communalities (With Extraction and Rotation)': communalities_with_extraction_rotation,
})
# Display the communalities table
# print('\n',features)
# print('\n',communalities_without_rotation)
# print('\n',communalities_with_rotation,'\n')
communalities_table.style.applymap(highlight_cell)
| Feature | Communalities (Initial) | Communalities (With Extraction and Rotation) | |
|---|---|---|---|
| 0 | Electronic media | 1.000000 | 0.806702 |
| 1 | Print media | 1.000000 | 0.818329 |
| 2 | Hoardings | 1.000000 | 0.743834 |
| 3 | MP3 facility | 1.000000 | 0.805195 |
| 4 | Bluetooth | 1.000000 | 0.848188 |
| 5 | Camera pixels | 1.000000 | 0.833526 |
| 6 | Video | 1.000000 | 0.797564 |
From the table we note that all the variables have their communalities above 0.744. Remember, we have already eliminated the unimportant variables from the analysis.
This table gives eigenvalues, variance explained, and cumulative variance explained for your factor solution. The first panel gives values based on initial eigenvalues. For the initial solution, there are as many components or factors as there are variables. The ”Total” column gives the amount of variance in the observed variables accounted for by each component or factor. The ”% of Variance” column gives the percent of variance accounted for by each specific factor or component, relative to the total variance in all the variables. The ”Cumulative %” column gives the percent of variance accounted for by all factors or components up to and including the current one. For instance the Cumulative % for the second factor is the sum of the % of Variance for the first and second factors. In a good factor analysis, there are a few factors that explain a lot of the variance and the rest of the factors explain relatively small amounts of variance. The Extraction Sums of Squared Loadings group gives information regarding the extracted factors or components. For principal components extraction, these values will be the same as those reported under Initial Eigenvalues. For other extraction methods, these values will generally be smaller than the initial values, due to errors in measurements. The variance accounted for by rotated factors or components may be different from those reported for the extraction but the Cumulative % for the set of factors or components will always be the same.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 2
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
# Fit the factor model to your data
fa.fit(data_HS_Factor_Final)
# Get the explained variance
explained_variance = fa.get_factor_variance()
# Get additional information
initial_eigenvalues = fa.get_eigenvalues()[0]
percentage_of_variance = initial_eigenvalues / sum(initial_eigenvalues) * 100
cumulative_percentage_of_variance = percentage_of_variance.cumsum()
rotation_sums_squared_loadings = fa.get_factor_variance()[0]
percentage_of_rotation_sums_squared_loadings = fa.get_factor_variance()[1]*100
cumulative_percentage_of_rotation_sums_squared_loadings = fa.get_factor_variance()[2]*100
intial_variance_table = pd.DataFrame({
'Component': [f'{i + 1}' for i in range(len(data_HS_Factor_Final.columns))],
'Initial Eigenvalues': initial_eigenvalues,
'Initial Eigenvalues (% of Variance)': percentage_of_variance,
'Initial Eigenvalues (%Cumulative of Variance)': cumulative_percentage_of_variance,
})
factor_variance_table = pd.DataFrame({
'Component': [f'{i + 1}' for i in range(n_factors)],
'Rotation SS Loadings': rotation_sums_squared_loadings,
'Rotation SS Loadings (% of Variance)': percentage_of_rotation_sums_squared_loadings,
'Rotation SS Loadings (Cumulative of Variance)': cumulative_percentage_of_rotation_sums_squared_loadings
})
# Combine both dataframes
combined_table = pd.merge(intial_variance_table, factor_variance_table, on='Component', how='left')
# Display the combined table
print("Total Variance Explained Table:")
round(combined_table,3)
Total Variance Explained Table:
| Component | Initial Eigenvalues | Initial Eigenvalues (% of Variance) | Initial Eigenvalues (%Cumulative of Variance) | Rotation SS Loadings | Rotation SS Loadings (% of Variance) | Rotation SS Loadings (Cumulative of Variance) | |
|---|---|---|---|---|---|---|---|
| 0 | 1 | 4.058 | 57.967 | 57.967 | 3.221 | 46.021 | 46.021 |
| 1 | 2 | 1.596 | 22.795 | 80.762 | 2.432 | 34.741 | 80.762 |
| 2 | 3 | 0.404 | 5.768 | 86.530 | NaN | NaN | NaN |
| 3 | 4 | 0.307 | 4.385 | 90.916 | NaN | NaN | NaN |
| 4 | 5 | 0.248 | 3.538 | 94.453 | NaN | NaN | NaN |
| 5 | 6 | 0.224 | 3.200 | 97.653 | NaN | NaN | NaN |
| 6 | 7 | 0.164 | 2.347 | 100.000 | NaN | NaN | NaN |
From the table we note that there are two eigenvalues, namely, 4.058, 1.596 whose values exceed 1. These factors account for 80.762% of the total variation. Individually, the first factor explains 57.967%, and the second factor explains 22.795% of the total variation.
There are quite a number guiding rules to determine the number of factors to be extracted. Some of the popular criteria are
The Component Matrix gives the estimated factor loadings. The elements of this matrix describe the covariances or the correlations between the manifest variables and the latent common factors depending on whether the covariance matrix or correlation matrix is involved in the analysis. The sum of squares of the row elements of Component Matrix gives the communality of the corresponding variable. Using which we can estimate the specific variances of the manifest variables. Similarly, the sum of squares of the column elements of Component Matrix gives the eigenvalues of the covariance/correlation matrix. These values help in the computation of the proportion of variance explained by each factor. The method of estimation used to get the Component Matrix is the Principal Component method of estimation. This is referred to as unrotated factor solution.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 2
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors,method='principal', rotation=None)
# Fit the factor model to your data
fa.fit(data_HS_Factor_Final)
# Get the component matrix
component_matrix = pd.DataFrame(fa.loadings_, index=data_HS_Factor_Final.columns
, columns=[f'Factor {i + 1}' for i in range(n_factors)])
# Display the component matrix
print("Component Matrix:")
component_matrix.style.applymap(highlight_cell)
Component Matrix:
| Factor 1 | Factor 2 | |
|---|---|---|
| Feature | ||
| Electronic media | 0.674567 | 0.593010 |
| Print media | 0.687301 | 0.588172 |
| Hoardings | 0.585451 | 0.633310 |
| MP3 facility | 0.833684 | -0.331914 |
| Bluetooth | 0.838281 | -0.381408 |
| Camera pixels | 0.847734 | -0.338931 |
| Video | 0.819231 | -0.355561 |
We now try to interpret the factor solution by examining the elements of this Component Matrix. From this matrix we observe that except for one element all the rest of the elements are loaded on the first factor. However, common sense says that they does not belong to a single category. This makes interpretation of the factors difficult. To facilitate the interpretation of the factors, we consider the varimax rotation. This has resulted in the following rotated solution.
From this Rotated Component Matrix, we note that all the variables have got partitioned into two mutually exclusive groups and are clearly interpretable. The first group of variables signifies the features of the mobile and the second group can be called a media factor. This explains how the rotation of initial factor solution is useful in the interpretation of factors.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 2
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
# Fit the factor model to your data
fa.fit(data_HS_Factor_Final)
# Get the component matrix
component_matrix = pd.DataFrame(fa.loadings_, index=data_HS_Factor_Final.columns
, columns=[f'Factor {i + 1}' for i in range(n_factors)])
# Display the component matrix
print("Rotated Component Matrix:")
component_matrix.style.applymap(highlight_cell)
Rotated Component Matrix:
| Factor 1 | Factor 2 | |
|---|---|---|
| Feature | ||
| Electronic media | 0.202574 | 0.875023 |
| Print media | 0.215742 | 0.878513 |
| Hoardings | 0.106670 | 0.855836 |
| MP3 facility | 0.870908 | 0.216135 |
| Bluetooth | 0.903489 | 0.178595 |
| Camera pixels | 0.886415 | 0.218622 |
| Video | 0.872945 | 0.188497 |
In this section we attempt to study our second objective, namely What for students are using mobiles? To study this, we have formulated a question with 13 variables and we felt that these variables are useful in order to study the above mentioned objective. A student may using a mobile, because all his friends are using, or he is feeling secured in case of emergency, or he may be using to communicate with his family and friends. To measure the usage of a mobile we have formulated the following questions.
We now consider factor analysis to analyze the data for these questions. Principal Component Method is used to extract the factors. Eigenvalue more than one rule is used to fix the number of factors to be extracted. we rotated the factors using the varimax rotation.
Usage_Columns = ['All my friends use',
'Old fashioned',
'Prestige',
'Secure',
'Show-off',
'Life style',
'Communication',
'Facilities',
'Life easier',
'Call Friends and Family',
'Mostly use SMS',
'Music or Videos',
'Games'
]
data_Usage_Factor = data2[Usage_Columns].dropna()
data_Usage_Factor
| Feature | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 2 | 3 | 2 |
| 1 | 5 | 1 | 3 | 5 | 2 | 5 | 5 | 3 | 4 | 5.0 | 3 | 2 | 3 |
| 2 | 4 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 5 | 5 | 4 | 3 | 4 | 2 | 2 | 4 | 5 | 4 | 4.0 | 5 | 5 | 3 |
| 6 | 1 | 4 | 4 | 5 | 1 | 1 | 5 | 5 | 1 | 1.0 | 1 | 1 | 1 |
| 7 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 3 | 4 | 4 |
| 8 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4.0 | 3 | 4 | 4 |
| 9 | 2 | 1 | 1 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 4 | 2 |
| 10 | 3 | 3 | 2 | 4 | 3 | 3 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 11 | 3 | 2 | 1 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 12 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 2 | 4 | 4 |
| 13 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 1 |
| 14 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 4 | 5 | 3 |
| 15 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 3 | 5.0 | 5 | 2 | 3 |
| 16 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 17 | 3 | 3 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 3.0 | 3 | 3 | 2 |
| 18 | 2 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 3.0 | 3 | 2 | 2 |
| 19 | 2 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 3.0 | 3 | 2 | 3 |
| 20 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 3 | 5 | 3.0 | 1 | 1 | 1 |
| 21 | 5 | 5 | 5 | 2 | 5 | 5 | 2 | 3 | 2 | 2.0 | 5 | 3 | 2 |
| 22 | 4 | 3 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 23 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 4 | 4.0 | 5 | 4 | 4 |
| 24 | 2 | 2 | 2 | 5 | 3 | 3 | 5 | 3 | 3 | 3.0 | 5 | 3 | 2 |
| 25 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 26 | 4 | 4 | 2 | 5 | 3 | 5 | 5 | 4 | 5 | 5.0 | 4 | 4 | 4 |
| 27 | 4 | 1 | 1 | 5 | 3 | 5 | 5 | 4 | 5 | 4.0 | 4 | 3 | 3 |
| 28 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 3 |
| 29 | 3 | 3 | 4 | 5 | 1 | 2 | 5 | 3 | 5 | 5.0 | 2 | 1 | 1 |
| 30 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 4 |
| 31 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 4 | 4.0 | 3 | 3 | 2 |
| 32 | 4 | 3 | 3 | 5 | 2 | 3 | 5 | 3 | 4 | 5.0 | 3 | 4 | 1 |
| 33 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 34 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 35 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 4 | 3.0 | 5 | 4 | 3 |
| 36 | 4 | 3 | 4 | 2 | 3 | 4 | 3 | 5 | 3 | 5.0 | 2 | 4 | 2 |
| 37 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 3 | 4.0 | 5 | 4 | 5 |
| 38 | 4 | 4 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2.0 | 3 | 4 | 5 |
| 39 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 40 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 4 | 4 | 4.0 | 2 | 4 | 2 |
| 41 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 42 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 5 | 3 | 2.0 | 3 | 2 | 1 |
| 43 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 44 | 2 | 1 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 2 | 3 | 3 |
| 45 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 46 | 4 | 3 | 5 | 4 | 4 | 2 | 5 | 2 | 1 | 3.0 | 5 | 2 | 4 |
| 47 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4.0 | 5 | 4 | 5 |
| 48 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 2 | 3.0 | 2 | 3 | 2 |
| 49 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 3 | 5.0 | 4 | 4 | 4 |
| 50 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 2 | 3.0 | 3 | 4 | 4 |
| 51 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 52 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 3.0 | 5 | 5 | 4 |
| 53 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5.0 | 5 | 5 | 3 |
| 54 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 4 | 5.0 | 4 | 5 | 5 |
| 55 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4.0 | 5 | 4 | 5 |
| 56 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 57 | 5 | 4 | 5 | 3 | 2 | 3 | 5 | 1 | 5 | 4.0 | 5 | 3 | 5 |
| 58 | 3 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 59 | 5 | 2 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 60 | 5 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4.0 | 2 | 2 | 2 |
| 61 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 3 | 3 | 3 |
| 62 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 2 | 5 | 1.0 | 5 | 5 | 3 |
| 63 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 3 | 5 | 2.0 | 5 | 1 | 3 |
| 64 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 3 | 5.0 | 3 | 5 | 2 |
| 65 | 5 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 4.0 | 2 | 2 | 4 |
| 66 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 4.0 | 5 | 5 | 3 |
| 67 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 68 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 69 | 4 | 2 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 70 | 4 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4.0 | 2 | 1 | 2 |
| 71 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 4 | 5.0 | 4 | 3 | 2 |
| 72 | 2 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 5 |
| 73 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 3 | 5 |
| 74 | 3 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 75 | 2 | 2 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 5.0 | 4 | 4 | 3 |
| 76 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5.0 | 5 | 2 | 2 |
| 77 | 4 | 4 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 78 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 79 | 4 | 3 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 80 | 5 | 3 | 4 | 5 | 4 | 5 | 3 | 5 | 4 | 4.0 | 5 | 3 | 5 |
| 81 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 82 | 5 | 4 | 3 | 5 | 3 | 4 | 1 | 3 | 1 | 1.0 | 1 | 3 | 5 |
| 83 | 3 | 3 | 1 | 5 | 1 | 1 | 5 | 4 | 1 | 5.0 | 4 | 1 | 2 |
| 84 | 5 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 2 | 2.0 | 5 | 2 | 1 |
| 85 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 86 | 3 | 2 | 2 | 5 | 4 | 3 | 5 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 87 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 3 | 4.0 | 4 | 2 | 1 |
| 88 | 3 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 89 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 90 | 5 | 5 | 4 | 5 | 3 | 5 | 3 | 2 | 4 | 2.0 | 4 | 3 | 4 |
| 91 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 5 | 5 | 4.0 | 5 | 4 | 4 |
| 92 | 4 | 3 | 3 | 2 | 3 | 4 | 5 | 4 | 3 | 3.0 | 4 | 4 | 4 |
| 93 | 3 | 1 | 1 | 5 | 1 | 1 | 5 | 2 | 2 | 5.0 | 1 | 2 | 1 |
| 94 | 4 | 4 | 3 | 3 | 5 | 2 | 5 | 2 | 2 | 3.0 | 1 | 5 | 3 |
| 95 | 2 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 96 | 4 | 2 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 97 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 98 | 5 | 3 | 4 | 5 | 3 | 4 | 3 | 1 | 4 | 5.0 | 2 | 3 | 5 |
| 99 | 2 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 3 | 2 |
| 100 | 1 | 4 | 1 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 101 | 5 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 102 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 103 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 2 | 2 | 2 |
| 104 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 2 | 2 | 5.0 | 2 | 2 | 2 |
| 105 | 3 | 4 | 4 | 5 | 1 | 1 | 5 | 1 | 5 | 5.0 | 1 | 1 | 1 |
| 106 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 3.0 | 4 | 4 | 4 |
| 107 | 4 | 3 | 5 | 4 | 2 | 3 | 3 | 3 | 4 | 4.0 | 2 | 3 | 2 |
| 108 | 4 | 2 | 2 | 3 | 1 | 2 | 5 | 4 | 3 | 4.0 | 3 | 3 | 2 |
| 109 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 110 | 2 | 2 | 2 | 5 | 2 | 2 | 4 | 5 | 3 | 4.0 | 4 | 4 | 1 |
| 111 | 3 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 5.0 | 1 | 1 | 2 |
| 112 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 113 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 114 | 2 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 115 | 3 | 3 | 2 | 3 | 3 | 2 | 3 | 2 | 3 | 5.0 | 3 | 2 | 2 |
| 116 | 5 | 4 | 4 | 4 | 3 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 3 |
| 117 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 118 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 5.0 | 4 | 4 | 2 |
| 119 | 2 | 2 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 120 | 2 | 3 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 1 | 2 | 2 |
| 121 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 122 | 5 | 5 | 4 | 4 | 3 | 4 | 5 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 123 | 5 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 124 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 125 | 5 | 5 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 126 | 5 | 3 | 2 | 5 | 2 | 3 | 5 | 5 | 4 | 5.0 | 2 | 2 | 2 |
| 127 | 2 | 4 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 2 |
| 128 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 129 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 130 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 131 | 2 | 1 | 1 | 3 | 1 | 1 | 5 | 5 | 4 | 4.0 | 1 | 1 | 1 |
| 132 | 4 | 2 | 1 | 5 | 1 | 2 | 5 | 2 | 3 | 5.0 | 1 | 2 | 2 |
| 133 | 1 | 1 | 1 | 4 | 3 | 3 | 5 | 3 | 3 | 3.0 | 2 | 1 | 1 |
| 134 | 3 | 4 | 2 | 3 | 5 | 5 | 4 | 4 | 3 | 4.0 | 4 | 3 | 1 |
| 135 | 3 | 1 | 1 | 5 | 1 | 3 | 5 | 2 | 5 | 5.0 | 3 | 2 | 2 |
| 136 | 5 | 3 | 2 | 5 | 1 | 1 | 5 | 5 | 4 | 5.0 | 3 | 2 | 1 |
| 137 | 5 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 138 | 3 | 5 | 4 | 3 | 5 | 2 | 5 | 4 | 3 | 3.0 | 5 | 4 | 3 |
| 139 | 3 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 3 | 2 |
| 140 | 2 | 2 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 4.0 | 3 | 4 | 3 |
| 141 | 2 | 3 | 2 | 4 | 2 | 3 | 4 | 3 | 3 | 4.0 | 3 | 2 | 3 |
| 142 | 4 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 5.0 | 5 | 2 | 2 |
| 143 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 144 | 5 | 3 | 4 | 5 | 2 | 3 | 5 | 4 | 4 | 5.0 | 2 | 5 | 5 |
| 145 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 146 | 2 | 2 | 1 | 5 | 1 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 147 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 148 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 149 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 1 | 4 | 5.0 | 1 | 1 | 1 |
| 150 | 2 | 3 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 4 |
| 151 | 5 | 5 | 3 | 4 | 4 | 3 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 152 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 153 | 3 | 3 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 154 | 4 | 5 | 1 | 4 | 1 | 1 | 5 | 5 | 5 | 5.0 | 4 | 1 | 1 |
| 155 | 3 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 4 | 3 | 3 |
| 156 | 4 | 4 | 2 | 4 | 2 | 4 | 5 | 4 | 4 | 3.0 | 2 | 2 | 2 |
| 157 | 3 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 158 | 2 | 2 | 2 | 4 | 3 | 2 | 5 | 2 | 2 | 4.0 | 2 | 2 | 1 |
| 159 | 2 | 2 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 160 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 161 | 3 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 162 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 5 | 4 |
| 163 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 164 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 165 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 5.0 | 5 | 4 | 2 |
| 166 | 5 | 1 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 167 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 2 | 5 |
| 168 | 4 | 2 | 2 | 5 | 3 | 3 | 5 | 4 | 3 | 5.0 | 5 | 3 | 3 |
| 169 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 170 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 4.0 | 2 | 3 | 3 |
| 171 | 4 | 3 | 3 | 4 | 2 | 2 | 4 | 4 | 4 | 5.0 | 5 | 5 | 2 |
| 172 | 3 | 2 | 2 | 5 | 3 | 4 | 5 | 4 | 4 | 5.0 | 4 | 2 | 2 |
| 173 | 2 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 4 | 4.0 | 5 | 3 | 3 |
| 174 | 2 | 3 | 2 | 4 | 3 | 2 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 175 | 2 | 4 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 176 | 2 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 1 | 5 | 1 |
| 177 | 2 | 2 | 3 | 4 | 2 | 4 | 5 | 3 | 4 | 5.0 | 5 | 2 | 5 |
| 178 | 2 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 179 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4.0 | 5 | 4 | 3 |
| 180 | 5 | 5 | 5 | 5 | 2 | 5 | 3 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 181 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 182 | 4 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 4 | 5.0 | 4 | 5 | 4 |
| 183 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 4.0 | 4 | 5 | 4 |
| 184 | 2 | 3 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 4 | 5 |
| 185 | 1 | 1 | 1 | 4 | 1 | 3 | 3 | 4 | 4 | 4.0 | 3 | 2 | 1 |
| 186 | 2 | 4 | 2 | 4 | 1 | 1 | 5 | 5 | 2 | 5.0 | 2 | 1 | 2 |
| 187 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 188 | 5 | 4 | 1 | 5 | 2 | 1 | 1 | 3 | 1 | 3.0 | 3 | 5 | 4 |
| 189 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 190 | 3 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 191 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 192 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 193 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 194 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 195 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 196 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 197 | 2 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 198 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 199 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 200 | 3 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 201 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 202 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 2 | 4.0 | 4 | 2 | 2 |
| 203 | 5 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 3 | 5.0 | 5 | 2 | 2 |
| 204 | 5 | 2 | 3 | 5 | 1 | 4 | 5 | 5 | 5 | 5.0 | 5 | 1 | 1 |
| 206 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 2 | 5.0 | 3 | 2 | 2 |
| 207 | 5 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 4.0 | 4 | 4 | 5 |
| 208 | 4 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 209 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 3 | 3 | 3 |
| 210 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 211 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 3 | 4.0 | 3 | 1 | 1 |
| 212 | 4 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 213 | 2 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 3 | 4.0 | 3 | 2 | 2 |
| 214 | 3 | 3 | 2 | 5 | 1 | 5 | 5 | 4 | 4 | 4.0 | 4 | 3 | 4 |
| 215 | 3 | 3 | 2 | 1 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 216 | 2 | 4 | 2 | 4 | 3 | 3 | 4 | 4 | 2 | 4.0 | 2 | 4 | 4 |
| 217 | 5 | 3 | 2 | 2 | 2 | 2 | 4 | 5 | 3 | 4.0 | 5 | 2 | 1 |
| 218 | 3 | 2 | 1 | 5 | 5 | 4 | 5 | 3 | 3 | 5.0 | 1 | 3 | 5 |
| 219 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 2 |
| 220 | 4 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 2 |
| 221 | 3 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 3 | 5.0 | 4 | 2 | 4 |
| 222 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 223 | 3 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 2.0 | 3 | 3 | 3 |
| 224 | 3 | 2 | 3 | 4 | 1 | 3 | 5 | 3 | 3 | 5.0 | 2 | 1 | 1 |
| 225 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 226 | 2 | 2 | 3 | 5 | 1 | 2 | 4 | 4 | 4 | 5.0 | 5 | 4 | 3 |
| 227 | 2 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 228 | 2 | 2 | 2 | 5 | 1 | 1 | 5 | 3 | 4 | 2.0 | 4 | 3 | 4 |
| 229 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 230 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 2 | 2 | 2 |
| 231 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 4 | 2 |
| 232 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 233 | 5 | 4 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 5 |
| 234 | 2 | 5 | 2 | 5 | 2 | 1 | 5 | 2 | 1 | 5.0 | 5 | 3 | 1 |
| 235 | 2 | 3 | 2 | 5 | 2 | 3 | 4 | 4 | 2 | 5.0 | 3 | 3 | 1 |
| 236 | 2 | 4 | 2 | 4 | 2 | 2 | 5 | 5 | 2 | 5.0 | 4 | 3 | 4 |
| 237 | 2 | 4 | 2 | 1 | 2 | 2 | 4 | 4 | 2 | 1.0 | 2 | 3 | 2 |
| 238 | 3 | 3 | 2 | 4 | 2 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 239 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 2 | 4.0 | 4 | 2 | 3 |
| 240 | 3 | 4 | 5 | 5 | 2 | 4 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 241 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 242 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 3 | 3 | 4 |
| 243 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 244 | 4 | 4 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 245 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 2 |
| 246 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 2.0 | 2 | 2 | 2 |
| 247 | 1 | 1 | 1 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 248 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 3 | 4.0 | 4 | 4 | 4 |
| 249 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 3 |
| 250 | 4 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 251 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 252 | 3 | 3 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 3.0 | 3 | 4 | 2 |
| 253 | 2 | 2 | 2 | 5 | 4 | 4 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 254 | 2 | 5 | 5 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 255 | 2 | 2 | 2 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 256 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 257 | 2 | 2 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 258 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 259 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 260 | 2 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 261 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 262 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 263 | 3 | 1 | 1 | 4 | 1 | 1 | 5 | 3 | 3 | 5.0 | 2 | 5 | 1 |
| 264 | 1 | 2 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 265 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 266 | 2 | 2 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 4.0 | 2 | 3 | 3 |
| 267 | 3 | 2 | 1 | 5 | 3 | 2 | 5 | 4 | 4 | 4.0 | 3 | 2 | 4 |
| 268 | 3 | 1 | 2 | 5 | 3 | 2 | 5 | 4 | 3 | 3.0 | 3 | 1 | 3 |
| 269 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 3 | 5 | 5 |
| 270 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 1 | 5.0 | 4 | 1 | 3 |
| 271 | 5 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 272 | 3 | 2 | 1 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 5 | 5 | 3 |
| 273 | 2 | 1 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 274 | 1 | 1 | 2 | 5 | 2 | 2 | 4 | 2 | 3 | 4.0 | 3 | 4 | 2 |
| 275 | 3 | 4 | 2 | 5 | 2 | 2 | 5 | 4 | 5 | 5.0 | 4 | 2 | 2 |
| 276 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 277 | 2 | 2 | 1 | 5 | 4 | 1 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 278 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 279 | 2 | 4 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 280 | 5 | 4 | 2 | 5 | 2 | 4 | 5 | 4 | 3 | 5.0 | 3 | 3 | 4 |
| 281 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 3 | 3 | 3.0 | 3 | 3 | 4 |
| 282 | 4 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 5 | 4 | 3 |
| 283 | 2 | 2 | 4 | 5 | 2 | 2 | 5 | 4 | 2 | 3.0 | 5 | 1 | 3 |
| 284 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 5.0 | 4 | 4 | 4 |
| 285 | 2 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 286 | 4 | 4 | 2 | 4 | 2 | 2 | 3 | 4 | 2 | 4.0 | 3 | 4 | 4 |
| 287 | 3 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 5 | 2 | 2 |
| 288 | 2 | 2 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 289 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 2 | 4 | 4 |
| 290 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 291 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 292 | 4 | 3 | 4 | 4 | 2 | 3 | 1 | 4 | 3 | 3.0 | 3 | 4 | 3 |
| 293 | 5 | 4 | 2 | 5 | 5 | 4 | 4 | 3 | 3 | 4.0 | 5 | 5 | 4 |
| 294 | 2 | 5 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 5 |
| 295 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 296 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 297 | 2 | 2 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 4.0 | 5 | 5 | 5 |
| 298 | 2 | 3 | 4 | 3 | 2 | 3 | 4 | 3 | 5 | 5.0 | 4 | 4 | 5 |
| 299 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 300 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 2 | 4 |
| 301 | 3 | 4 | 3 | 5 | 3 | 4 | 3 | 2 | 3 | 5.0 | 4 | 4 | 5 |
| 302 | 2 | 2 | 4 | 5 | 5 | 2 | 4 | 4 | 5 | 4.0 | 5 | 4 | 3 |
| 303 | 5 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 304 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 2 | 2.0 | 4 | 3 | 4 |
| 305 | 2 | 2 | 4 | 5 | 5 | 2 | 5 | 5 | 4 | 4.0 | 5 | 4 | 4 |
| 306 | 4 | 2 | 3 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 307 | 3 | 2 | 2 | 4 | 1 | 2 | 4 | 4 | 4 | 4.0 | 5 | 2 | 4 |
| 308 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4.0 | 4 | 3 | 3 |
| 309 | 4 | 3 | 4 | 5 | 3 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 310 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 311 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 312 | 4 | 4 | 4 | 5 | 2 | 4 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 313 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 314 | 5 | 2 | 2 | 5 | 1 | 1 | 5 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 315 | 5 | 2 | 2 | 4 | 1 | 2 | 4 | 5 | 4 | 5.0 | 5 | 5 | 2 |
| 316 | 4 | 4 | 3 | 4 | 2 | 2 | 4 | 2 | 3 | 4.0 | 4 | 4 | 4 |
| 317 | 5 | 4 | 4 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 3 |
| 318 | 1 | 1 | 1 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 319 | 1 | 1 | 1 | 5 | 2 | 3 | 5 | 5 | 3 | 5.0 | 4 | 1 | 1 |
| 320 | 1 | 1 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 4.0 | 3 | 4 | 4 |
| 321 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 3 | 3 | 5.0 | 4 | 4 | 3 |
| 322 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 323 | 3 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 2 | 3.0 | 4 | 3 | 4 |
| 324 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 325 | 2 | 1 | 2 | 5 | 1 | 2 | 5 | 4 | 2 | 4.0 | 4 | 4 | 3 |
| 326 | 4 | 4 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 2.0 | 2 | 2 | 2 |
| 327 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 328 | 1 | 1 | 1 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 329 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 4 | 5 | 2.0 | 5 | 5 | 1 |
| 330 | 5 | 4 | 3 | 5 | 4 | 5 | 2 | 5 | 3 | 2.0 | 3 | 1 | 1 |
| 331 | 5 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 2 | 2.0 | 4 | 2 | 2 |
| 332 | 4 | 4 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 5 |
| 333 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 3.0 | 1 | 1 | 3 |
| 334 | 5 | 2 | 2 | 2 | 2 | 3 | 2 | 5 | 2 | 4.0 | 2 | 1 | 1 |
| 335 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 4 | 5.0 | 3 | 5 | 5 |
| 336 | 4 | 5 | 2 | 5 | 5 | 4 | 1 | 3 | 1 | 2.0 | 5 | 4 | 1 |
| 337 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 3 | 3 | 4.0 | 4 | 5 | 5 |
| 338 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 339 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 2 | 2 | 4.0 | 1 | 1 | 3 |
| 340 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 2 | 4 | 4.0 | 4 | 5 | 5 |
| 341 | 4 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 3 | 2 | 4 |
| 342 | 5 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 3 | 3.0 | 5 | 5 | 5 |
| 343 | 3 | 2 | 1 | 5 | 4 | 2 | 5 | 4 | 3 | 3.0 | 5 | 3 | 3 |
| 344 | 4 | 2 | 2 | 5 | 3 | 5 | 4 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 345 | 3 | 3 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 346 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4.0 | 4 | 4 | 2 |
| 347 | 5 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 5 | 4 | 4 |
| 348 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 349 | 5 | 4 | 3 | 5 | 2 | 5 | 5 | 4 | 5 | 5.0 | 5 | 2 | 4 |
| 350 | 4 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 4 | 5.0 | 3 | 3 | 4 |
| 351 | 4 | 4 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 352 | 4 | 3 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 4 | 4 |
| 353 | 3 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 5.0 | 4 | 1 | 3 |
| 354 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 3 | 2 | 5 |
| 355 | 4 | 4 | 2 | 5 | 5 | 3 | 5 | 5 | 3 | 5.0 | 3 | 4 | 4 |
| 356 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 357 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5.0 | 4 | 3 | 3 |
| 358 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 5.0 | 3 | 4 | 4 |
| 359 | 3 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 360 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 4 | 4 | 4 |
| 361 | 2 | 4 | 2 | 4 | 4 | 3 | 4 | 2 | 4 | 4.0 | 5 | 5 | 5 |
| 362 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 363 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 364 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4.0 | 5 | 5 | 3 |
| 365 | 4 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 366 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4.0 | 2 | 2 | 2 |
| 367 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 368 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4.0 | 4 | 2 | 2 |
| 369 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 370 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 371 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3.0 | 5 | 4 | 3 |
| 372 | 4 | 2 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 3.0 | 4 | 5 | 5 |
| 373 | 3 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 5.0 | 4 | 3 | 5 |
| 374 | 4 | 3 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 4.0 | 2 | 4 | 3 |
| 375 | 3 | 1 | 2 | 3 | 5 | 3 | 4 | 1 | 4 | 5.0 | 1 | 2 | 5 |
| 376 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 377 | 5 | 4 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 4.0 | 5 | 5 | 2 |
| 378 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 379 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 380 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 381 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 4.0 | 4 | 4 | 4 |
| 382 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5.0 | 4 | 2 | 4 |
| 383 | 5 | 3 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 384 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4.0 | 2 | 2 | 4 |
| 385 | 4 | 3 | 1 | 5 | 3 | 4 | 4 | 2 | 4 | 4.0 | 3 | 3 | 1 |
| 386 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 5.0 | 2 | 2 | 3 |
| 387 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 388 | 5 | 3 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5.0 | 4 | 2 | 4 |
| 389 | 4 | 3 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 3 | 4 |
| 390 | 4 | 4 | 2 | 5 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 391 | 4 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 392 | 5 | 4 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 393 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 394 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 3 | 5.0 | 4 | 3 | 3 |
| 395 | 1 | 1 | 1 | 3 | 1 | 2 | 4 | 3 | 3 | 4.0 | 3 | 4 | 3 |
| 396 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5.0 | 3 | 3 | 2 |
| 397 | 4 | 3 | 2 | 4 | 2 | 3 | 4 | 5 | 4 | 4.0 | 4 | 3 | 4 |
| 398 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 3 | 4 | 4.0 | 3 | 3 | 3 |
| 399 | 3 | 1 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 3.0 | 4 | 4 | 3 |
| 400 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5.0 | 3 | 1 | 1 |
| 401 | 4 | 4 | 2 | 5 | 1 | 3 | 5 | 5 | 5 | 4.0 | 5 | 5 | 1 |
| 402 | 3 | 4 | 1 | 4 | 1 | 3 | 5 | 4 | 3 | 3.0 | 1 | 4 | 4 |
| 403 | 4 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 3 | 4.0 | 3 | 4 | 3 |
| 404 | 5 | 3 | 5 | 5 | 1 | 1 | 4 | 3 | 1 | 3.0 | 3 | 4 | 2 |
| 405 | 4 | 4 | 1 | 4 | 1 | 2 | 5 | 4 | 1 | 4.0 | 5 | 1 | 3 |
| 406 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 1 | 3.0 | 4 | 1 | 3 |
| 407 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 2 | 2 | 5.0 | 2 | 1 | 1 |
| 408 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 1 | 1 | 3 |
| 409 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3.0 | 5 | 5 | 3 |
| 410 | 4 | 1 | 1 | 4 | 3 | 1 | 3 | 1 | 1 | 4.0 | 4 | 1 | 3 |
| 411 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 4 | 1 | 4.0 | 4 | 4 | 4 |
| 412 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 2 | 3.0 | 3 | 3 | 3 |
| 413 | 3 | 4 | 1 | 4 | 3 | 2 | 4 | 2 | 2 | 5.0 | 3 | 4 | 4 |
| 414 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5.0 | 4 | 4 | 3 |
| 415 | 4 | 3 | 5 | 5 | 2 | 3 | 3 | 4 | 5 | 5.0 | 2 | 1 | 1 |
| 416 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4.0 | 3 | 4 | 2 |
| 417 | 1 | 1 | 1 | 3 | 1 | 2 | 5 | 3 | 4 | 4.0 | 1 | 3 | 1 |
| 418 | 5 | 4 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 5.0 | 5 | 2 | 5 |
| 419 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4.0 | 4 | 4 | 2 |
| 420 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 421 | 1 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5.0 | 5 | 5 | 2 |
| 422 | 5 | 2 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 3.0 | 4 | 4 | 4 |
| 423 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 424 | 1 | 3 | 1 | 4 | 3 | 2 | 3 | 5 | 4 | 5.0 | 3 | 5 | 4 |
| 425 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 4.0 | 4 | 3 | 3 |
| 426 | 3 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 4.0 | 3 | 3 | 3 |
| 427 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 2 | 3 | 5.0 | 5 | 2 | 4 |
| 428 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 429 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 3 | 4.0 | 5 | 4 | 2 |
| 430 | 4 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 5.0 | 5 | 5 | 4 |
| 431 | 3 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5.0 | 4 | 5 | 2 |
| 432 | 3 | 4 | 3 | 5 | 5 | 3 | 5 | 3 | 3 | 5.0 | 5 | 3 | 2 |
| 433 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 434 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 435 | 2 | 2 | 3 | 5 | 3 | 4 | 5 | 3 | 2 | 5.0 | 3 | 3 | 3 |
| 436 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 5.0 | 3 | 3 | 3 |
| 437 | 4 | 2 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 438 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 439 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 440 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
| 441 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 3.0 | 3 | 2 | 3 |
| 442 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4.0 | 5 | 2 | 2 |
| 443 | 5 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 2 | 2 |
| 444 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5.0 | 3 | 2 | 2 |
| 445 | 3 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 3.0 | 2 | 1 | 2 |
| 446 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 3.0 | 3 | 2 | 2 |
| 447 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 2 | 4 | 5.0 | 4 | 4 | 3 |
| 448 | 4 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 3 | 5.0 | 3 | 5 | 3 |
| 449 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 450 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 451 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4.0 | 4 | 4 | 3 |
| 452 | 2 | 2 | 2 | 4 | 2 | 5 | 5 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 453 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 454 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 3 | 4.0 | 4 | 3 | 3 |
| 455 | 3 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 1 | 5.0 | 5 | 2 | 1 |
| 456 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 5.0 | 4 | 2 | 2 |
| 457 | 2 | 2 | 2 | 4 | 2 | 3 | 5 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 458 | 1 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 4 | 4.0 | 4 | 3 | 2 |
| 459 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4.0 | 3 | 2 | 3 |
| 460 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 4 | 4.0 | 4 | 2 | 2 |
| 461 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 4.0 | 4 | 3 | 4 |
| 462 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 2 | 5.0 | 3 | 2 | 1 |
| 463 | 2 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 464 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 4.0 | 4 | 5 | 5 |
| 465 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 1 | 5.0 | 1 | 1 | 1 |
| 466 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 4 | 5 | 4 |
| 467 | 3 | 3 | 2 | 5 | 2 | 4 | 5 | 4 | 4 | 5.0 | 3 | 3 | 3 |
| 468 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 469 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 3 | 3.0 | 3 | 3 | 3 |
| 470 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 471 | 4 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3.0 | 5 | 3 | 4 |
| 472 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 5.0 | 3 | 4 | 4 |
| 473 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 2.0 | 4 | 4 | 2 |
| 474 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5.0 | 5 | 5 | 3 |
| 475 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 4.0 | 5 | 5 | 4 |
| 476 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 2 | 4.0 | 5 | 3 | 2 |
| 477 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 3 | 2 | 4.0 | 4 | 2 | 2 |
| 478 | 5 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 479 | 1 | 2 | 1 | 4 | 2 | 1 | 5 | 3 | 2 | 4.0 | 2 | 1 | 1 |
| 480 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 4.0 | 3 | 3 | 3 |
| 481 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 482 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4.0 | 5 | 4 | 4 |
| 483 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 484 | 2 | 1 | 1 | 4 | 1 | 2 | 4 | 3 | 3 | 5.0 | 4 | 3 | 2 |
| 485 | 4 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 3 | 5.0 | 3 | 5 | 4 |
| 486 | 4 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 487 | 3 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5.0 | 3 | 4 | 3 |
| 488 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 489 | 3 | 3 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 5.0 | 4 | 3 | 3 |
| 490 | 4 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 491 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 4.0 | 4 | 2 | 2 |
| 492 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4.0 | 3 | 3 | 3 |
| 493 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5.0 | 4 | 5 | 4 |
| 494 | 4 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 2 | 5.0 | 2 | 2 | 2 |
| 495 | 3 | 2 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5.0 | 5 | 3 | 1 |
| 496 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4.0 | 3 | 3 | 4 |
| 497 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 498 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 3.0 | 4 | 3 | 3 |
| 499 | 3 | 4 | 2 | 5 | 1 | 2 | 5 | 3 | 2 | 4.0 | 5 | 1 | 3 |
| 500 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 501 | 1 | 4 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4.0 | 4 | 1 | 1 |
| 502 | 4 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 503 | 3 | 5 | 3 | 4 | 3 | 3 | 5 | 2 | 4 | 1.0 | 5 | 4 | 2 |
| 504 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 505 | 4 | 5 | 3 | 1 | 3 | 4 | 2 | 4 | 3 | 5.0 | 3 | 4 | 2 |
| 506 | 5 | 4 | 3 | 4 | 2 | 3 | 3 | 2 | 3 | 3.0 | 2 | 1 | 2 |
| 507 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 508 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 4 | 5.0 | 3 | 4 | 3 |
| 509 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 5 | 3 | 4.0 | 4 | 4 | 2 |
| 510 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 5 | 5.0 | 1 | 1 | 1 |
| 511 | 4 | 2 | 2 | 4 | 2 | 1 | 4 | 4 | 3 | 5.0 | 5 | 2 | 3 |
| 512 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 513 | 3 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 3 | 4.0 | 4 | 5 | 3 |
| 514 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 3 | 5.0 | 2 | 4 | 1 |
| 515 | 2 | 2 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 4.0 | 2 | 1 | 1 |
| 516 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 517 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 518 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 519 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5.0 | 5 | 5 | 5 |
| 520 | 4 | 3 | 3 | 5 | 2 | 5 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 521 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 5.0 | 5 | 5 | 5 |
| 522 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 5.0 | 5 | 5 | 5 |
| 523 | 3 | 3 | 2 | 5 | 4 | 4 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 524 | 2 | 2 | 1 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 525 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 5.0 | 5 | 5 | 5 |
| 526 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5.0 | 5 | 5 | 5 |
data_Usage_Factor['Call Friends and Family'] = data_Usage_Factor['Call Friends and Family'].astype(int)
data_Usage_Factor
| Feature | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 2 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 3 | 2 |
| 1 | 5 | 1 | 3 | 5 | 2 | 5 | 5 | 3 | 4 | 5 | 3 | 2 | 3 |
| 2 | 4 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 3 |
| 3 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 5 | 4 |
| 4 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 |
| 5 | 5 | 4 | 3 | 4 | 2 | 2 | 4 | 5 | 4 | 4 | 5 | 5 | 3 |
| 6 | 1 | 4 | 4 | 5 | 1 | 1 | 5 | 5 | 1 | 1 | 1 | 1 | 1 |
| 7 | 2 | 2 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5 | 3 | 4 | 4 |
| 8 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 | 4 | 4 |
| 9 | 2 | 1 | 1 | 5 | 2 | 4 | 5 | 4 | 4 | 5 | 3 | 4 | 2 |
| 10 | 3 | 3 | 2 | 4 | 3 | 3 | 5 | 3 | 2 | 3 | 2 | 3 | 2 |
| 11 | 3 | 2 | 1 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 5 | 3 |
| 12 | 4 | 2 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 2 | 4 | 4 |
| 13 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 2 | 1 |
| 14 | 3 | 3 | 3 | 4 | 2 | 2 | 5 | 5 | 3 | 5 | 4 | 5 | 3 |
| 15 | 4 | 4 | 4 | 3 | 2 | 2 | 4 | 2 | 3 | 5 | 5 | 2 | 3 |
| 16 | 1 | 1 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 1 |
| 17 | 3 | 3 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 3 | 3 | 3 | 2 |
| 18 | 2 | 3 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 3 | 3 | 2 | 2 |
| 19 | 2 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 3 | 3 | 2 | 3 |
| 20 | 1 | 1 | 1 | 3 | 1 | 1 | 5 | 3 | 5 | 3 | 1 | 1 | 1 |
| 21 | 5 | 5 | 5 | 2 | 5 | 5 | 2 | 3 | 2 | 2 | 5 | 3 | 2 |
| 22 | 4 | 3 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 3 | 2 | 2 | 2 |
| 23 | 3 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 4 | 4 | 5 | 4 | 4 |
| 24 | 2 | 2 | 2 | 5 | 3 | 3 | 5 | 3 | 3 | 3 | 5 | 3 | 2 |
| 25 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 3 | 3 | 3 |
| 26 | 4 | 4 | 2 | 5 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 4 | 4 |
| 27 | 4 | 1 | 1 | 5 | 3 | 5 | 5 | 4 | 5 | 4 | 4 | 3 | 3 |
| 28 | 3 | 2 | 3 | 5 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 4 | 3 |
| 29 | 3 | 3 | 4 | 5 | 1 | 2 | 5 | 3 | 5 | 5 | 2 | 1 | 1 |
| 30 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 5 | 4 |
| 31 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 4 | 4 | 3 | 3 | 2 |
| 32 | 4 | 3 | 3 | 5 | 2 | 3 | 5 | 3 | 4 | 5 | 3 | 4 | 1 |
| 33 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 34 | 3 | 3 | 3 | 4 | 3 | 4 | 3 | 5 | 3 | 5 | 4 | 3 | 3 |
| 35 | 5 | 4 | 3 | 4 | 5 | 3 | 4 | 5 | 4 | 3 | 5 | 4 | 3 |
| 36 | 4 | 3 | 4 | 2 | 3 | 4 | 3 | 5 | 3 | 5 | 2 | 4 | 2 |
| 37 | 4 | 4 | 5 | 5 | 4 | 3 | 5 | 5 | 3 | 4 | 5 | 4 | 5 |
| 38 | 4 | 4 | 4 | 3 | 2 | 1 | 1 | 1 | 1 | 2 | 3 | 4 | 5 |
| 39 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 40 | 3 | 3 | 3 | 1 | 1 | 5 | 1 | 4 | 4 | 4 | 2 | 4 | 2 |
| 41 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 42 | 2 | 2 | 1 | 1 | 2 | 3 | 4 | 5 | 3 | 2 | 3 | 2 | 1 |
| 43 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 44 | 2 | 1 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5 | 2 | 3 | 3 |
| 45 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 4 |
| 46 | 4 | 3 | 5 | 4 | 4 | 2 | 5 | 2 | 1 | 3 | 5 | 2 | 4 |
| 47 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 4 | 5 | 4 | 5 |
| 48 | 4 | 3 | 3 | 4 | 3 | 4 | 5 | 3 | 2 | 3 | 2 | 3 | 2 |
| 49 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 4 | 4 | 4 |
| 50 | 3 | 3 | 3 | 5 | 3 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 4 |
| 51 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 52 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 3 | 5 | 5 | 4 |
| 53 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 |
| 54 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 4 | 5 | 5 |
| 55 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 |
| 56 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 5 |
| 57 | 5 | 4 | 5 | 3 | 2 | 3 | 5 | 1 | 5 | 4 | 5 | 3 | 5 |
| 58 | 3 | 4 | 3 | 5 | 4 | 3 | 5 | 4 | 4 | 4 | 3 | 4 | 4 |
| 59 | 5 | 2 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 5 |
| 60 | 5 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 2 | 2 | 2 |
| 61 | 4 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 3 | 3 |
| 62 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 2 | 5 | 1 | 5 | 5 | 3 |
| 63 | 5 | 4 | 5 | 3 | 5 | 3 | 5 | 3 | 5 | 2 | 5 | 1 | 3 |
| 64 | 5 | 4 | 5 | 4 | 5 | 4 | 3 | 5 | 3 | 5 | 3 | 5 | 2 |
| 65 | 5 | 4 | 4 | 3 | 4 | 3 | 5 | 5 | 4 | 4 | 2 | 2 | 4 |
| 66 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 3 | 4 | 4 | 5 | 5 | 3 |
| 67 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 5 | 5 | 3 | 3 |
| 68 | 3 | 4 | 3 | 5 | 3 | 2 | 5 | 4 | 5 | 4 | 5 | 4 | 3 |
| 69 | 4 | 2 | 1 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 2 |
| 70 | 4 | 2 | 3 | 4 | 4 | 4 | 5 | 4 | 3 | 4 | 2 | 1 | 2 |
| 71 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 4 | 5 | 4 | 3 | 2 |
| 72 | 2 | 3 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 5 |
| 73 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 3 | 5 |
| 74 | 3 | 2 | 2 | 3 | 2 | 2 | 4 | 3 | 2 | 4 | 2 | 2 | 2 |
| 75 | 2 | 2 | 2 | 5 | 3 | 2 | 5 | 5 | 3 | 5 | 4 | 4 | 3 |
| 76 | 4 | 2 | 2 | 5 | 2 | 2 | 4 | 2 | 2 | 5 | 5 | 2 | 2 |
| 77 | 4 | 4 | 1 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 3 | 3 |
| 78 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 3 | 3 |
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| 340 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 5 | 5 |
| 341 | 4 | 1 | 1 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 3 | 2 | 4 |
| 342 | 5 | 2 | 3 | 5 | 4 | 3 | 2 | 1 | 3 | 3 | 5 | 5 | 5 |
| 343 | 3 | 2 | 1 | 5 | 4 | 2 | 5 | 4 | 3 | 3 | 5 | 3 | 3 |
| 344 | 4 | 2 | 2 | 5 | 3 | 5 | 4 | 5 | 4 | 5 | 5 | 3 | 3 |
| 345 | 3 | 3 | 2 | 5 | 1 | 3 | 5 | 5 | 4 | 5 | 3 | 3 | 2 |
| 346 | 5 | 3 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 |
| 347 | 5 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5 | 5 | 4 | 4 |
| 348 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 2 | 4 |
| 349 | 5 | 4 | 3 | 5 | 2 | 5 | 5 | 4 | 5 | 5 | 5 | 2 | 4 |
| 350 | 4 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 4 | 5 | 3 | 3 | 4 |
| 351 | 4 | 4 | 2 | 5 | 3 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 3 |
| 352 | 4 | 3 | 2 | 5 | 3 | 3 | 5 | 5 | 4 | 4 | 4 | 4 | 4 |
| 353 | 3 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 5 | 4 | 1 | 3 |
| 354 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 3 | 2 | 5 |
| 355 | 4 | 4 | 2 | 5 | 5 | 3 | 5 | 5 | 3 | 5 | 3 | 4 | 4 |
| 356 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 3 | 3 |
| 357 | 4 | 4 | 3 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 4 | 3 | 3 |
| 358 | 4 | 4 | 3 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 3 | 4 | 4 |
| 359 | 3 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 3 |
| 360 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 |
| 361 | 2 | 4 | 2 | 4 | 4 | 3 | 4 | 2 | 4 | 4 | 5 | 5 | 5 |
| 362 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 3 |
| 363 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 3 | 3 |
| 364 | 4 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 | 3 |
| 365 | 4 | 3 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 3 |
| 366 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 2 | 2 | 2 |
| 367 | 4 | 2 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 368 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 2 | 4 | 4 | 2 | 2 |
| 369 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3 | 5 | 3 | 5 |
| 370 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3 | 5 | 3 | 5 |
| 371 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 | 3 | 5 | 4 | 3 |
| 372 | 4 | 2 | 3 | 5 | 2 | 2 | 5 | 5 | 5 | 3 | 4 | 5 | 5 |
| 373 | 3 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 5 | 4 | 3 | 5 |
| 374 | 4 | 3 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 4 | 2 | 4 | 3 |
| 375 | 3 | 1 | 2 | 3 | 5 | 3 | 4 | 1 | 4 | 5 | 1 | 2 | 5 |
| 376 | 4 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 377 | 5 | 4 | 4 | 5 | 2 | 4 | 4 | 4 | 5 | 4 | 5 | 5 | 2 |
| 378 | 4 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 3 |
| 379 | 2 | 2 | 2 | 5 | 2 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 3 |
| 380 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 |
| 381 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 | 2 | 4 | 4 | 4 | 4 |
| 382 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 5 | 4 | 2 | 4 |
| 383 | 5 | 3 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 5 | 2 | 5 | 5 |
| 384 | 4 | 2 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 2 | 2 | 4 |
| 385 | 4 | 3 | 1 | 5 | 3 | 4 | 4 | 2 | 4 | 4 | 3 | 3 | 1 |
| 386 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 1 | 1 | 5 | 2 | 2 | 3 |
| 387 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5 | 3 | 1 | 1 |
| 388 | 5 | 3 | 2 | 5 | 2 | 4 | 5 | 5 | 5 | 5 | 4 | 2 | 4 |
| 389 | 4 | 3 | 1 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 3 | 4 |
| 390 | 4 | 4 | 2 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 4 | 4 |
| 391 | 4 | 3 | 1 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 3 | 3 |
| 392 | 5 | 4 | 2 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 |
| 393 | 5 | 5 | 3 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 |
| 394 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 3 | 5 | 4 | 3 | 3 |
| 395 | 1 | 1 | 1 | 3 | 1 | 2 | 4 | 3 | 3 | 4 | 3 | 4 | 3 |
| 396 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 3 | 3 | 2 |
| 397 | 4 | 3 | 2 | 4 | 2 | 3 | 4 | 5 | 4 | 4 | 4 | 3 | 4 |
| 398 | 2 | 2 | 3 | 5 | 2 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 3 |
| 399 | 3 | 1 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 3 | 4 | 4 | 3 |
| 400 | 2 | 2 | 2 | 5 | 1 | 2 | 5 | 1 | 1 | 5 | 3 | 1 | 1 |
| 401 | 4 | 4 | 2 | 5 | 1 | 3 | 5 | 5 | 5 | 4 | 5 | 5 | 1 |
| 402 | 3 | 4 | 1 | 4 | 1 | 3 | 5 | 4 | 3 | 3 | 1 | 4 | 4 |
| 403 | 4 | 4 | 2 | 5 | 4 | 4 | 5 | 4 | 3 | 4 | 3 | 4 | 3 |
| 404 | 5 | 3 | 5 | 5 | 1 | 1 | 4 | 3 | 1 | 3 | 3 | 4 | 2 |
| 405 | 4 | 4 | 1 | 4 | 1 | 2 | 5 | 4 | 1 | 4 | 5 | 1 | 3 |
| 406 | 1 | 1 | 1 | 3 | 1 | 1 | 3 | 3 | 1 | 3 | 4 | 1 | 3 |
| 407 | 4 | 3 | 1 | 4 | 1 | 1 | 4 | 2 | 2 | 5 | 2 | 1 | 1 |
| 408 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3 | 1 | 1 | 3 |
| 409 | 3 | 3 | 2 | 5 | 1 | 1 | 4 | 2 | 2 | 3 | 5 | 5 | 3 |
| 410 | 4 | 1 | 1 | 4 | 3 | 1 | 3 | 1 | 1 | 4 | 4 | 1 | 3 |
| 411 | 1 | 1 | 1 | 3 | 2 | 2 | 3 | 4 | 1 | 4 | 4 | 4 | 4 |
| 412 | 3 | 1 | 1 | 3 | 1 | 1 | 4 | 2 | 2 | 3 | 3 | 3 | 3 |
| 413 | 3 | 4 | 1 | 4 | 3 | 2 | 4 | 2 | 2 | 5 | 3 | 4 | 4 |
| 414 | 4 | 3 | 2 | 5 | 2 | 2 | 5 | 4 | 4 | 5 | 4 | 4 | 3 |
| 415 | 4 | 3 | 5 | 5 | 2 | 3 | 3 | 4 | 5 | 5 | 2 | 1 | 1 |
| 416 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 2 |
| 417 | 1 | 1 | 1 | 3 | 1 | 2 | 5 | 3 | 4 | 4 | 1 | 3 | 1 |
| 418 | 5 | 4 | 2 | 2 | 2 | 4 | 3 | 4 | 4 | 5 | 5 | 2 | 5 |
| 419 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 2 |
| 420 | 2 | 4 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 421 | 1 | 3 | 3 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 2 |
| 422 | 5 | 2 | 4 | 3 | 5 | 5 | 3 | 5 | 4 | 3 | 4 | 4 | 4 |
| 423 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 4 | 5 | 4 | 4 | 4 |
| 424 | 1 | 3 | 1 | 4 | 3 | 2 | 3 | 5 | 4 | 5 | 3 | 5 | 4 |
| 425 | 2 | 2 | 1 | 5 | 1 | 1 | 5 | 3 | 3 | 4 | 4 | 3 | 3 |
| 426 | 3 | 2 | 1 | 3 | 4 | 3 | 3 | 4 | 2 | 4 | 3 | 3 | 3 |
| 427 | 1 | 5 | 1 | 5 | 1 | 1 | 5 | 2 | 3 | 5 | 5 | 2 | 4 |
| 428 | 4 | 4 | 3 | 5 | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 |
| 429 | 4 | 3 | 2 | 5 | 4 | 3 | 5 | 4 | 3 | 4 | 5 | 4 | 2 |
| 430 | 4 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 3 | 5 | 5 | 5 | 4 |
| 431 | 3 | 2 | 2 | 5 | 3 | 2 | 4 | 4 | 3 | 5 | 4 | 5 | 2 |
| 432 | 3 | 4 | 3 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 5 | 3 | 2 |
| 433 | 5 | 4 | 2 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 5 |
| 434 | 4 | 2 | 2 | 5 | 3 | 1 | 5 | 4 | 4 | 4 | 4 | 4 | 3 |
| 435 | 2 | 2 | 3 | 5 | 3 | 4 | 5 | 3 | 2 | 5 | 3 | 3 | 3 |
| 436 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 4 | 2 | 5 | 3 | 3 | 3 |
| 437 | 4 | 2 | 4 | 5 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 |
| 438 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 |
| 439 | 1 | 1 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 |
| 440 | 1 | 1 | 1 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 |
| 441 | 4 | 3 | 4 | 4 | 5 | 4 | 5 | 3 | 3 | 3 | 3 | 2 | 3 |
| 442 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 2 | 2 |
| 443 | 5 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5 | 3 | 2 | 2 |
| 444 | 5 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 2 | 2 |
| 445 | 3 | 3 | 2 | 4 | 2 | 2 | 4 | 4 | 3 | 3 | 2 | 1 | 2 |
| 446 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 2 | 2 |
| 447 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 2 | 4 | 5 | 4 | 4 | 3 |
| 448 | 4 | 4 | 3 | 5 | 3 | 4 | 4 | 4 | 3 | 5 | 3 | 5 | 3 |
| 449 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 450 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 451 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 |
| 452 | 2 | 2 | 2 | 4 | 2 | 5 | 5 | 4 | 3 | 4 | 4 | 3 | 3 |
| 453 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 3 | 3 |
| 454 | 2 | 2 | 1 | 4 | 2 | 4 | 4 | 4 | 3 | 4 | 4 | 3 | 3 |
| 455 | 3 | 1 | 1 | 4 | 3 | 1 | 4 | 2 | 1 | 5 | 5 | 2 | 1 |
| 456 | 1 | 1 | 1 | 5 | 1 | 5 | 5 | 5 | 1 | 5 | 4 | 2 | 2 |
| 457 | 2 | 2 | 2 | 4 | 2 | 3 | 5 | 4 | 4 | 4 | 4 | 4 | 4 |
| 458 | 1 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 4 | 4 | 4 | 3 | 2 |
| 459 | 2 | 2 | 2 | 4 | 2 | 2 | 4 | 3 | 2 | 4 | 3 | 2 | 3 |
| 460 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 2 | 2 |
| 461 | 4 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 4 | 4 | 3 | 4 |
| 462 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 3 | 2 | 5 | 3 | 2 | 1 |
| 463 | 2 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 |
| 464 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 4 | 4 | 4 | 4 | 5 | 5 |
| 465 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 5 | 1 | 5 | 1 | 1 | 1 |
| 466 | 3 | 3 | 5 | 5 | 3 | 4 | 5 | 5 | 4 | 5 | 4 | 5 | 4 |
| 467 | 3 | 3 | 2 | 5 | 2 | 4 | 5 | 4 | 4 | 5 | 3 | 3 | 3 |
| 468 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 3 |
| 469 | 4 | 4 | 3 | 3 | 3 | 5 | 3 | 4 | 3 | 3 | 3 | 3 | 3 |
| 470 | 2 | 2 | 2 | 4 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 3 |
| 471 | 4 | 2 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 5 | 3 | 4 |
| 472 | 4 | 3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 5 | 3 | 4 | 4 |
| 473 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 2 | 4 | 4 | 2 |
| 474 | 1 | 1 | 2 | 5 | 3 | 5 | 5 | 4 | 4 | 5 | 5 | 5 | 3 |
| 475 | 4 | 3 | 2 | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 |
| 476 | 3 | 2 | 2 | 4 | 2 | 2 | 5 | 4 | 2 | 4 | 5 | 3 | 2 |
| 477 | 2 | 2 | 2 | 5 | 2 | 4 | 4 | 3 | 2 | 4 | 4 | 2 | 2 |
| 478 | 5 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 2 | 2 |
| 479 | 1 | 2 | 1 | 4 | 2 | 1 | 5 | 3 | 2 | 4 | 2 | 1 | 1 |
| 480 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 4 | 3 | 3 | 3 |
| 481 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 3 |
| 482 | 1 | 1 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 4 |
| 483 | 3 | 3 | 3 | 4 | 3 | 2 | 5 | 3 | 3 | 3 | 3 | 3 | 3 |
| 484 | 2 | 1 | 1 | 4 | 1 | 2 | 4 | 3 | 3 | 5 | 4 | 3 | 2 |
| 485 | 4 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 3 | 5 | 3 | 5 | 4 |
| 486 | 4 | 2 | 2 | 5 | 1 | 2 | 5 | 4 | 4 | 4 | 3 | 4 | 2 |
| 487 | 3 | 3 | 3 | 5 | 4 | 3 | 5 | 4 | 3 | 5 | 3 | 4 | 3 |
| 488 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 4 | 3 |
| 489 | 3 | 3 | 4 | 5 | 4 | 3 | 5 | 3 | 4 | 5 | 4 | 3 | 3 |
| 490 | 4 | 2 | 3 | 5 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 |
| 491 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 4 | 3 | 4 | 4 | 2 | 2 |
| 492 | 4 | 4 | 3 | 4 | 3 | 3 | 4 | 4 | 3 | 4 | 3 | 3 | 3 |
| 493 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 5 | 4 |
| 494 | 4 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 2 | 5 | 2 | 2 | 2 |
| 495 | 3 | 2 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 5 | 5 | 3 | 1 |
| 496 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 4 |
| 497 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 |
| 498 | 4 | 3 | 3 | 4 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 3 | 3 |
| 499 | 3 | 4 | 2 | 5 | 1 | 2 | 5 | 3 | 2 | 4 | 5 | 1 | 3 |
| 500 | 5 | 5 | 3 | 5 | 3 | 3 | 5 | 5 | 3 | 5 | 5 | 5 | 3 |
| 501 | 1 | 4 | 1 | 4 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 1 | 1 |
| 502 | 4 | 3 | 3 | 5 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 2 | 1 |
| 503 | 3 | 5 | 3 | 4 | 3 | 3 | 5 | 2 | 4 | 1 | 5 | 4 | 2 |
| 504 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 3 |
| 505 | 4 | 5 | 3 | 1 | 3 | 4 | 2 | 4 | 3 | 5 | 3 | 4 | 2 |
| 506 | 5 | 4 | 3 | 4 | 2 | 3 | 3 | 2 | 3 | 3 | 2 | 1 | 2 |
| 507 | 5 | 5 | 3 | 5 | 3 | 4 | 5 | 5 | 4 | 5 | 5 | 4 | 3 |
| 508 | 3 | 3 | 4 | 5 | 3 | 3 | 5 | 4 | 4 | 5 | 3 | 4 | 3 |
| 509 | 2 | 2 | 2 | 4 | 1 | 3 | 4 | 5 | 3 | 4 | 4 | 4 | 2 |
| 510 | 1 | 1 | 1 | 5 | 1 | 1 | 5 | 4 | 5 | 5 | 1 | 1 | 1 |
| 511 | 4 | 2 | 2 | 4 | 2 | 1 | 4 | 4 | 3 | 5 | 5 | 2 | 3 |
| 512 | 3 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 4 | 4 | 3 |
| 513 | 3 | 2 | 2 | 4 | 3 | 3 | 5 | 5 | 3 | 4 | 4 | 5 | 3 |
| 514 | 4 | 1 | 1 | 4 | 4 | 3 | 5 | 5 | 3 | 5 | 2 | 4 | 1 |
| 515 | 2 | 2 | 1 | 3 | 1 | 1 | 4 | 3 | 3 | 4 | 2 | 1 | 1 |
| 516 | 2 | 2 | 2 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 3 | 3 | 3 |
| 517 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 |
| 518 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 |
| 519 | 4 | 3 | 3 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 5 |
| 520 | 4 | 3 | 3 | 5 | 2 | 5 | 5 | 3 | 3 | 5 | 5 | 5 | 5 |
| 521 | 3 | 3 | 3 | 5 | 4 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 5 |
| 522 | 3 | 3 | 3 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 |
| 523 | 3 | 3 | 2 | 5 | 4 | 4 | 5 | 3 | 3 | 5 | 5 | 5 | 5 |
| 524 | 2 | 2 | 1 | 5 | 3 | 3 | 5 | 3 | 3 | 5 | 5 | 5 | 5 |
| 525 | 3 | 3 | 3 | 5 | 3 | 3 | 5 | 3 | 3 | 5 | 5 | 5 | 5 |
| 526 | 3 | 3 | 3 | 5 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 |
round(data_Usage_Factor.corr(),3).style.applymap(highlight_cell)
| Feature | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||||||
| All my friends use | 1.000000 | 0.499000 | 0.473000 | -0.001000 | 0.372000 | 0.303000 | -0.090000 | 0.115000 | 0.126000 | 0.055000 | 0.176000 | 0.153000 | 0.148000 |
| Old fashioned | 0.499000 | 1.000000 | 0.498000 | -0.002000 | 0.328000 | 0.261000 | -0.013000 | 0.138000 | 0.135000 | -0.001000 | 0.170000 | 0.176000 | 0.165000 |
| Prestige | 0.473000 | 0.498000 | 1.000000 | 0.018000 | 0.490000 | 0.406000 | -0.079000 | 0.098000 | 0.209000 | 0.008000 | 0.217000 | 0.261000 | 0.247000 |
| Secure | -0.001000 | -0.002000 | 0.018000 | 1.000000 | 0.099000 | 0.139000 | 0.436000 | 0.216000 | 0.265000 | 0.363000 | 0.180000 | 0.172000 | 0.155000 |
| Show-off | 0.372000 | 0.328000 | 0.490000 | 0.099000 | 1.000000 | 0.584000 | 0.052000 | 0.225000 | 0.220000 | 0.074000 | 0.275000 | 0.410000 | 0.329000 |
| Life style | 0.303000 | 0.261000 | 0.406000 | 0.139000 | 0.584000 | 1.000000 | 0.088000 | 0.370000 | 0.418000 | 0.228000 | 0.282000 | 0.398000 | 0.375000 |
| Communication | -0.090000 | -0.013000 | -0.079000 | 0.436000 | 0.052000 | 0.088000 | 1.000000 | 0.301000 | 0.343000 | 0.383000 | 0.132000 | 0.074000 | 0.082000 |
| Facilities | 0.115000 | 0.138000 | 0.098000 | 0.216000 | 0.225000 | 0.370000 | 0.301000 | 1.000000 | 0.497000 | 0.312000 | 0.284000 | 0.322000 | 0.210000 |
| Life easier | 0.126000 | 0.135000 | 0.209000 | 0.265000 | 0.220000 | 0.418000 | 0.343000 | 0.497000 | 1.000000 | 0.347000 | 0.279000 | 0.390000 | 0.290000 |
| Call Friends and Family | 0.055000 | -0.001000 | 0.008000 | 0.363000 | 0.074000 | 0.228000 | 0.383000 | 0.312000 | 0.347000 | 1.000000 | 0.192000 | 0.227000 | 0.179000 |
| Mostly use SMS | 0.176000 | 0.170000 | 0.217000 | 0.180000 | 0.275000 | 0.282000 | 0.132000 | 0.284000 | 0.279000 | 0.192000 | 1.000000 | 0.430000 | 0.359000 |
| Music or Videos | 0.153000 | 0.176000 | 0.261000 | 0.172000 | 0.410000 | 0.398000 | 0.074000 | 0.322000 | 0.390000 | 0.227000 | 0.430000 | 1.000000 | 0.543000 |
| Games | 0.148000 | 0.165000 | 0.247000 | 0.155000 | 0.329000 | 0.375000 | 0.082000 | 0.210000 | 0.290000 | 0.179000 | 0.359000 | 0.543000 | 1.000000 |
import pandas as pd
import numpy as np
from scipy.stats import pearsonr
# Assuming 'df' is your DataFrame
# Create a correlation matrix
correlation_matrix = data_Usage_Factor.corr()
# Create an empty DataFrame for p-values
p_values_matrix = pd.DataFrame(np.zeros_like(correlation_matrix)
, columns=correlation_matrix.columns, index=correlation_matrix.index)
# Calculate p-values for each pair of variables
for i in range(len(correlation_matrix.columns)):
for j in range(i+1, len(correlation_matrix.columns)):
corr, p_value = pearsonr(data_Usage_Factor[correlation_matrix.columns[i]]
, data_Usage_Factor[correlation_matrix.columns[j]])
p_values_matrix.iloc[i, j] = p_value
p_values_matrix.iloc[j, i] = p_value
# Print the correlation matrix
print("Correlation Matrix:")
display(correlation_matrix.style.applymap(highlight_cell))
# Print the p-values matrix
print("\nP-Values Matrix:")
display(round(p_values_matrix,3))
Correlation Matrix:
| Feature | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||||||
| All my friends use | 1.000000 | 0.498746 | 0.472517 | -0.001349 | 0.371677 | 0.303350 | -0.089704 | 0.114547 | 0.126377 | 0.055044 | 0.175527 | 0.152900 | 0.147724 |
| Old fashioned | 0.498746 | 1.000000 | 0.498092 | -0.001736 | 0.327575 | 0.260526 | -0.012605 | 0.138282 | 0.135351 | -0.000598 | 0.170099 | 0.175803 | 0.164977 |
| Prestige | 0.472517 | 0.498092 | 1.000000 | 0.017706 | 0.489601 | 0.405839 | -0.078796 | 0.098400 | 0.209075 | 0.007512 | 0.217011 | 0.260811 | 0.246758 |
| Secure | -0.001349 | -0.001736 | 0.017706 | 1.000000 | 0.099391 | 0.138603 | 0.435566 | 0.216036 | 0.265256 | 0.362848 | 0.179875 | 0.172270 | 0.154889 |
| Show-off | 0.371677 | 0.327575 | 0.489601 | 0.099391 | 1.000000 | 0.583700 | 0.051842 | 0.225049 | 0.220372 | 0.074165 | 0.274754 | 0.409534 | 0.329304 |
| Life style | 0.303350 | 0.260526 | 0.405839 | 0.138603 | 0.583700 | 1.000000 | 0.087973 | 0.369733 | 0.417797 | 0.228042 | 0.282142 | 0.398226 | 0.374845 |
| Communication | -0.089704 | -0.012605 | -0.078796 | 0.435566 | 0.051842 | 0.087973 | 1.000000 | 0.301058 | 0.342671 | 0.382600 | 0.132334 | 0.074264 | 0.081835 |
| Facilities | 0.114547 | 0.138282 | 0.098400 | 0.216036 | 0.225049 | 0.369733 | 0.301058 | 1.000000 | 0.496751 | 0.311780 | 0.283562 | 0.321743 | 0.210002 |
| Life easier | 0.126377 | 0.135351 | 0.209075 | 0.265256 | 0.220372 | 0.417797 | 0.342671 | 0.496751 | 1.000000 | 0.346972 | 0.279440 | 0.389631 | 0.289965 |
| Call Friends and Family | 0.055044 | -0.000598 | 0.007512 | 0.362848 | 0.074165 | 0.228042 | 0.382600 | 0.311780 | 0.346972 | 1.000000 | 0.192116 | 0.227030 | 0.178823 |
| Mostly use SMS | 0.175527 | 0.170099 | 0.217011 | 0.179875 | 0.274754 | 0.282142 | 0.132334 | 0.283562 | 0.279440 | 0.192116 | 1.000000 | 0.430105 | 0.359471 |
| Music or Videos | 0.152900 | 0.175803 | 0.260811 | 0.172270 | 0.409534 | 0.398226 | 0.074264 | 0.321743 | 0.389631 | 0.227030 | 0.430105 | 1.000000 | 0.543107 |
| Games | 0.147724 | 0.164977 | 0.246758 | 0.154889 | 0.329304 | 0.374845 | 0.081835 | 0.210002 | 0.289965 | 0.178823 | 0.359471 | 0.543107 | 1.000000 |
P-Values Matrix:
| Feature | All my friends use | Old fashioned | Prestige | Secure | Show-off | Life style | Communication | Facilities | Life easier | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||||||
| All my friends use | 0.000 | 0.000 | 0.000 | 0.975 | 0.000 | 0.000 | 0.040 | 0.009 | 0.004 | 0.208 | 0.000 | 0.000 | 0.001 |
| Old fashioned | 0.000 | 0.000 | 0.000 | 0.968 | 0.000 | 0.000 | 0.773 | 0.001 | 0.002 | 0.989 | 0.000 | 0.000 | 0.000 |
| Prestige | 0.000 | 0.000 | 0.000 | 0.685 | 0.000 | 0.000 | 0.071 | 0.024 | 0.000 | 0.864 | 0.000 | 0.000 | 0.000 |
| Secure | 0.975 | 0.968 | 0.685 | 0.000 | 0.023 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Show-off | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.235 | 0.000 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 |
| Life style | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Communication | 0.040 | 0.773 | 0.071 | 0.000 | 0.235 | 0.044 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.089 | 0.061 |
| Facilities | 0.009 | 0.001 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Life easier | 0.004 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Call Friends and Family | 0.208 | 0.989 | 0.864 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Mostly use SMS | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Music or Videos | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Games | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
import pandas as pd
import numpy as np
from factor_analyzer import FactorAnalyzer
from factor_analyzer.factor_analyzer import calculate_kmo
from factor_analyzer.factor_analyzer import calculate_bartlett_sphericity
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 10
# Initialize FactorAnalyzer
fa = FactorAnalyzer(n_factors, rotation=None)
# Fit the model
fa.fit(data_Usage_Factor)
# Obtain the factor loadings
factor_loadings = pd.DataFrame(fa.loadings_, index=data_Usage_Factor.columns)
# Calculate Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy
kmo_per_variable, kmo_total = calculate_kmo(data_Usage_Factor)
# Print the KMO values
print("Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable:")
print(kmo_per_variable)
print("\nKaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total):", kmo_total)
chi2_statistic,p_value = calculate_bartlett_sphericity(data_Usage_Factor)
# Print the test statistics
print("\nBartlett's Test of Sphericity:")
print(f"Chi-Square Statistic: {chi2_statistic}")
print(f"P-value: {p_value}")
Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable: [0.80430188 0.78637892 0.82539714 0.79300566 0.80462342 0.83527949 0.69673044 0.84693816 0.82979813 0.82782272 0.90534089 0.8153543 0.84438626] Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total): 0.8188382947514252 Bartlett's Test of Sphericity: Chi-Square Statistic: 1950.3964695305046 P-value: 0.0
from scipy.cluster.hierarchy import linkage, dendrogram
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_Usage_Factor.T
# Perform hierarchical clustering with single linkage
linkage_matrix = linkage(data_transposed, method='single')
# Create a dendrogram
#dendrogram(linkage_matrix, orientation='top', labels=data_HS_Factor.columns, distance_sort='descending', show_leaf_counts=True)
# Create a dendrogram with transposed orientation
dendrogram(linkage_matrix, orientation='right', labels=data_Usage_Factor.columns
, distance_sort='descending', show_leaf_counts=True)
# Add labels and title
plt.xlabel('Feature Index')
plt.ylabel('Distance')
plt.title('Dendrogram with Single Linkage on Columns')
# Show the plot
plt.show()
import matplotlib.pyplot as plt
from sklearn.cluster import KMeans
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_Usage_Factor.T
# Specify the number of clusters (k)
num_clusters = 3 # You can adjust this based on your requirements
# Perform k-means clustering
kmeans = KMeans(n_clusters=num_clusters, random_state=42)
cluster_labels = kmeans.fit_predict(data_transposed)
# Visualize the results
plt.figure(figsize=(6, 4))
plt.scatter(data_transposed.index, cluster_labels, c=cluster_labels, cmap='viridis', marker='o', s=50)
plt.title('K-Means Clustering on Columns')
plt.xticks(rotation=90)
plt.xlabel('Feature Index')
plt.ylabel('Cluster Label')
plt.show()
C:\Users\vkakarla\AppData\Local\anaconda3\lib\site-packages\sklearn\cluster\_kmeans.py:1446: UserWarning: KMeans is known to have a memory leak on Windows with MKL, when there are less chunks than available threads. You can avoid it by setting the environment variable OMP_NUM_THREADS=1. warnings.warn(
import matplotlib.pyplot as plt
import numpy as np
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify a range of factor numbers
num_factors_range = range(1, len(data_Usage_Factor.columns) + 1)
# Create an empty list to store eigenvalues
eigenvalues = []
# Iterate over different numbers of factors
for n_factors in num_factors_range:
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
fa.fit(data_Usage_Factor)
eigenvalues.append(fa.get_eigenvalues()[0][n_factors - 1]) # Extract the eigenvalue for the specified number of factors
# Plot the scree plot
plt.plot(num_factors_range, eigenvalues, marker='o')
plt.title('Scree Plot')
plt.xlabel('Number of Factors')
plt.ylabel('Eigenvalues')
plt.show()
C:\Users\vkakarla\AppData\Local\anaconda3\lib\site-packages\factor_analyzer\factor_analyzer.py:663: UserWarning: No rotation will be performed when the number of factors equals 1. warnings.warn(
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
#The rotation must be one of the following:
#['varimax', 'oblimax', 'quartimax', 'equamax', 'geomin_ort', 'promax', 'oblimin', 'quartimin', 'geomin_obl', None]
# Defaults to ‘promax’.
# Create a FactorAnalyzer object
fa_woer = FactorAnalyzer(len(data_Usage_Factor.columns),method='principal',rotation=None) #without extracation and rotation
fa_wer = FactorAnalyzer(n_factors,method='principal', rotation='varimax')
# Fit the factor model to your data
fa_woer.fit(data_Usage_Factor)
fa_wer.fit(data_Usage_Factor)
# Get the variable names
features = data_Usage_Factor.columns
# Get initial communalities
communalities_without_extraction_rotation = fa_woer.get_communalities()
# Get extracted communalities
communalities_with_extraction_rotation = fa_wer.get_communalities()
# Create a DataFrame with feature, initial communality, and extracted communality
communalities_table = pd.DataFrame({ 'Feature': features,
'Communalities (Initial)': communalities_without_extraction_rotation,
'Communalities (With Extraction and Rotation)': communalities_with_extraction_rotation,
})
# Display the communalities table
# print('\n',features)
# print('\n',communalities_without_rotation)
# print('\n',communalities_with_rotation,'\n')
communalities_table.style.applymap(highlight_cell)
| Feature | Communalities (Initial) | Communalities (With Extraction and Rotation) | |
|---|---|---|---|
| 0 | All my friends use | 1.000000 | 0.633249 |
| 1 | Old fashioned | 1.000000 | 0.619626 |
| 2 | Prestige | 1.000000 | 0.645572 |
| 3 | Secure | 1.000000 | 0.477266 |
| 4 | Show-off | 1.000000 | 0.556583 |
| 5 | Life style | 1.000000 | 0.547260 |
| 6 | Communication | 1.000000 | 0.636375 |
| 7 | Facilities | 1.000000 | 0.443585 |
| 8 | Life easier | 1.000000 | 0.525172 |
| 9 | Call Friends and Family | 1.000000 | 0.500557 |
| 10 | Mostly use SMS | 1.000000 | 0.419769 |
| 11 | Music or Videos | 1.000000 | 0.693950 |
| 12 | Games | 1.000000 | 0.605794 |
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
# Fit the factor model to your data
fa.fit(data_Usage_Factor)
# Get the explained variance
explained_variance = fa.get_factor_variance()
# Get additional information
initial_eigenvalues = fa.get_eigenvalues()[0]
percentage_of_variance = initial_eigenvalues / sum(initial_eigenvalues) * 100
cumulative_percentage_of_variance = percentage_of_variance.cumsum()
rotation_sums_squared_loadings = fa.get_factor_variance()[0]
percentage_of_rotation_sums_squared_loadings = fa.get_factor_variance()[1]*100
cumulative_percentage_of_rotation_sums_squared_loadings = fa.get_factor_variance()[2]*100
intial_variance_table = pd.DataFrame({
'Component': [f'{i + 1}' for i in range(len(data_Usage_Factor.columns))],
'Initial Eigenvalues': initial_eigenvalues,
'Initial Eigenvalues (% of Variance)': percentage_of_variance,
'Initial Eigenvalues (%Cumulative of Variance)': cumulative_percentage_of_variance,
})
factor_variance_table = pd.DataFrame({
'Component': [f'{i + 1}' for i in range(n_factors)],
'Rotation SS Loadings': rotation_sums_squared_loadings,
'Rotation SS Loadings (% of Variance)': percentage_of_rotation_sums_squared_loadings,
'Rotation SS Loadings (Cumulative of Variance)': cumulative_percentage_of_rotation_sums_squared_loadings
})
# Combine both dataframes
combined_table = pd.merge(intial_variance_table, factor_variance_table, on='Component', how='left')
# Display the combined table
print("Total Variance Explained Table:")
round(combined_table,3)
Total Variance Explained Table:
| Component | Initial Eigenvalues | Initial Eigenvalues (% of Variance) | Initial Eigenvalues (%Cumulative of Variance) | Rotation SS Loadings | Rotation SS Loadings (% of Variance) | Rotation SS Loadings (Cumulative of Variance) | |
|---|---|---|---|---|---|---|---|
| 0 | 1 | 4.005 | 30.805 | 30.805 | 2.521 | 19.395 | 19.395 |
| 1 | 2 | 2.133 | 16.405 | 47.210 | 2.336 | 17.971 | 37.366 |
| 2 | 3 | 1.167 | 8.981 | 56.190 | 2.447 | 18.825 | 56.190 |
| 3 | 4 | 0.871 | 6.701 | 62.891 | NaN | NaN | NaN |
| 4 | 5 | 0.785 | 6.040 | 68.932 | NaN | NaN | NaN |
| 5 | 6 | 0.673 | 5.173 | 74.105 | NaN | NaN | NaN |
| 6 | 7 | 0.635 | 4.883 | 78.988 | NaN | NaN | NaN |
| 7 | 8 | 0.545 | 4.189 | 83.178 | NaN | NaN | NaN |
| 8 | 9 | 0.534 | 4.107 | 87.285 | NaN | NaN | NaN |
| 9 | 10 | 0.479 | 3.684 | 90.969 | NaN | NaN | NaN |
| 10 | 11 | 0.450 | 3.459 | 94.428 | NaN | NaN | NaN |
| 11 | 12 | 0.412 | 3.168 | 97.596 | NaN | NaN | NaN |
| 12 | 13 | 0.313 | 2.404 | 100.000 | NaN | NaN | NaN |
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors,method='principal', rotation=None)
# Fit the factor model to your data
fa.fit(data_Usage_Factor)
# Get the component matrix
component_matrix = pd.DataFrame(fa.loadings_, index=data_Usage_Factor.columns
, columns=[f'Factor {i + 1}' for i in range(n_factors)])
# Display the component matrix
print("Component Matrix:")
component_matrix.style.applymap(highlight_cell)
Component Matrix:
| Factor 1 | Factor 2 | Factor 3 | |
|---|---|---|---|
| Feature | |||
| All my friends use | 0.467659 | -0.515935 | 0.385169 |
| Old fashioned | 0.466294 | -0.492869 | 0.399093 |
| Prestige | 0.566510 | -0.533434 | 0.200217 |
| Secure | 0.353252 | 0.530536 | 0.266479 |
| Show-off | 0.669946 | -0.326937 | -0.029458 |
| Life style | 0.728591 | -0.120073 | -0.044685 |
| Communication | 0.294663 | 0.646400 | 0.362927 |
| Facilities | 0.570056 | 0.336049 | 0.075446 |
| Life easier | 0.637243 | 0.340172 | 0.058111 |
| Call Friends and Family | 0.418323 | 0.532059 | 0.206095 |
| Mostly use SMS | 0.567913 | 0.070017 | -0.303878 |
| Music or Videos | 0.681252 | 0.041663 | -0.477609 |
| Games | 0.603001 | 0.004764 | -0.492100 |
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
# Fit the factor model to your data
fa.fit(data_Usage_Factor)
# Get the component matrix
component_matrix = pd.DataFrame(fa.loadings_, index=data_Usage_Factor.columns
, columns=[f'Factor {i + 1}' for i in range(n_factors)])
# Display the component matrix
print("Rotated Component Matrix:")
component_matrix.style.applymap(highlight_cell)
Rotated Component Matrix:
| Factor 1 | Factor 2 | Factor 3 | |
|---|---|---|---|
| Feature | |||
| All my friends use | 0.037781 | 0.005005 | 0.794856 |
| Old fashioned | 0.027074 | 0.028202 | 0.786192 |
| Prestige | 0.239547 | -0.047079 | 0.765489 |
| Secure | 0.058331 | 0.688225 | -0.014505 |
| Show-off | 0.479761 | 0.051766 | 0.568975 |
| Life style | 0.534001 | 0.228504 | 0.458136 |
| Communication | -0.050344 | 0.792793 | -0.072939 |
| Facilities | 0.343642 | 0.554561 | 0.134003 |
| Life easier | 0.402638 | 0.581050 | 0.159486 |
| Call Friends and Family | 0.146955 | 0.691987 | -0.010705 |
| Mostly use SMS | 0.612902 | 0.178208 | 0.111182 |
| Music or Videos | 0.816421 | 0.129829 | 0.102714 |
| Games | 0.772360 | 0.058783 | 0.076146 |
Usage_Columns_Final = ['All my friends use',
'Old fashioned',
'Prestige',
'Secure',
'Communication',
'Call Friends and Family',
'Mostly use SMS',
'Music or Videos',
'Games'
]
data_Usage_Factor_Final = data2[Usage_Columns_Final].dropna()
data_Usage_Factor_Final
| Feature | All my friends use | Old fashioned | Prestige | Secure | Communication | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 2 | 2 | 4 | 4 | 4.0 | 2 | 3 | 2 |
| 1 | 5 | 1 | 3 | 5 | 5 | 5.0 | 3 | 2 | 3 |
| 2 | 4 | 2 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 3 | 4 | 4 | 3 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 4 | 4 | 4 | 4 | 4 | 5 | 5.0 | 4 | 5 | 5 |
| 5 | 5 | 4 | 3 | 4 | 4 | 4.0 | 5 | 5 | 3 |
| 6 | 1 | 4 | 4 | 5 | 5 | 1.0 | 1 | 1 | 1 |
| 7 | 2 | 2 | 2 | 5 | 5 | 5.0 | 3 | 4 | 4 |
| 8 | 4 | 4 | 4 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 9 | 2 | 1 | 1 | 5 | 5 | 5.0 | 3 | 4 | 2 |
| 10 | 3 | 3 | 2 | 4 | 5 | 3.0 | 2 | 3 | 2 |
| 11 | 3 | 2 | 1 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 12 | 4 | 2 | 2 | 5 | 5 | 5.0 | 2 | 4 | 4 |
| 13 | 4 | 3 | 2 | 5 | 5 | 3.0 | 3 | 2 | 1 |
| 14 | 3 | 3 | 3 | 4 | 5 | 5.0 | 4 | 5 | 3 |
| 15 | 4 | 4 | 4 | 3 | 4 | 5.0 | 5 | 2 | 3 |
| 16 | 1 | 1 | 1 | 1 | 5 | 1.0 | 1 | 1 | 1 |
| 17 | 3 | 3 | 2 | 5 | 5 | 3.0 | 3 | 3 | 2 |
| 18 | 2 | 3 | 2 | 5 | 5 | 3.0 | 3 | 2 | 2 |
| 19 | 2 | 3 | 2 | 5 | 5 | 3.0 | 3 | 2 | 3 |
| 20 | 1 | 1 | 1 | 3 | 5 | 3.0 | 1 | 1 | 1 |
| 21 | 5 | 5 | 5 | 2 | 2 | 2.0 | 5 | 3 | 2 |
| 22 | 4 | 3 | 2 | 5 | 4 | 3.0 | 2 | 2 | 2 |
| 23 | 3 | 4 | 3 | 4 | 5 | 4.0 | 5 | 4 | 4 |
| 24 | 2 | 2 | 2 | 5 | 5 | 3.0 | 5 | 3 | 2 |
| 25 | 2 | 2 | 2 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 26 | 4 | 4 | 2 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 27 | 4 | 1 | 1 | 5 | 5 | 4.0 | 4 | 3 | 3 |
| 28 | 3 | 2 | 3 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 29 | 3 | 3 | 4 | 5 | 5 | 5.0 | 2 | 1 | 1 |
| 30 | 4 | 3 | 3 | 4 | 5 | 5.0 | 3 | 5 | 4 |
| 31 | 1 | 1 | 1 | 3 | 3 | 4.0 | 3 | 3 | 2 |
| 32 | 4 | 3 | 3 | 5 | 5 | 5.0 | 3 | 4 | 1 |
| 33 | 5 | 3 | 4 | 3 | 5 | 5.0 | 5 | 5 | 5 |
| 34 | 3 | 3 | 3 | 4 | 3 | 5.0 | 4 | 3 | 3 |
| 35 | 5 | 4 | 3 | 4 | 4 | 3.0 | 5 | 4 | 3 |
| 36 | 4 | 3 | 4 | 2 | 3 | 5.0 | 2 | 4 | 2 |
| 37 | 4 | 4 | 5 | 5 | 5 | 4.0 | 5 | 4 | 5 |
| 38 | 4 | 4 | 4 | 3 | 1 | 2.0 | 3 | 4 | 5 |
| 39 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 40 | 3 | 3 | 3 | 1 | 1 | 4.0 | 2 | 4 | 2 |
| 41 | 4 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 42 | 2 | 2 | 1 | 1 | 4 | 2.0 | 3 | 2 | 1 |
| 43 | 3 | 3 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 44 | 2 | 1 | 2 | 5 | 5 | 5.0 | 2 | 3 | 3 |
| 45 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 46 | 4 | 3 | 5 | 4 | 5 | 3.0 | 5 | 2 | 4 |
| 47 | 5 | 4 | 5 | 4 | 5 | 4.0 | 5 | 4 | 5 |
| 48 | 4 | 3 | 3 | 4 | 5 | 3.0 | 2 | 3 | 2 |
| 49 | 5 | 4 | 4 | 4 | 5 | 5.0 | 4 | 4 | 4 |
| 50 | 3 | 3 | 3 | 5 | 4 | 3.0 | 3 | 4 | 4 |
| 51 | 4 | 2 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 52 | 5 | 4 | 3 | 3 | 5 | 3.0 | 5 | 5 | 4 |
| 53 | 5 | 4 | 5 | 5 | 3 | 5.0 | 5 | 5 | 3 |
| 54 | 5 | 4 | 5 | 4 | 3 | 5.0 | 4 | 5 | 5 |
| 55 | 5 | 5 | 5 | 4 | 5 | 4.0 | 5 | 4 | 5 |
| 56 | 5 | 5 | 5 | 4 | 5 | 5.0 | 5 | 4 | 5 |
| 57 | 5 | 4 | 5 | 3 | 5 | 4.0 | 5 | 3 | 5 |
| 58 | 3 | 4 | 3 | 5 | 5 | 4.0 | 3 | 4 | 4 |
| 59 | 5 | 2 | 5 | 5 | 4 | 5.0 | 4 | 5 | 5 |
| 60 | 5 | 2 | 2 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 61 | 4 | 5 | 3 | 5 | 5 | 4.0 | 3 | 3 | 3 |
| 62 | 5 | 4 | 5 | 3 | 5 | 1.0 | 5 | 5 | 3 |
| 63 | 5 | 4 | 5 | 3 | 5 | 2.0 | 5 | 1 | 3 |
| 64 | 5 | 4 | 5 | 4 | 3 | 5.0 | 3 | 5 | 2 |
| 65 | 5 | 4 | 4 | 3 | 5 | 4.0 | 2 | 2 | 4 |
| 66 | 3 | 4 | 3 | 5 | 5 | 4.0 | 5 | 5 | 3 |
| 67 | 5 | 5 | 5 | 4 | 5 | 5.0 | 5 | 3 | 3 |
| 68 | 3 | 4 | 3 | 5 | 5 | 4.0 | 5 | 4 | 3 |
| 69 | 4 | 2 | 1 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 70 | 4 | 2 | 3 | 4 | 5 | 4.0 | 2 | 1 | 2 |
| 71 | 4 | 2 | 2 | 4 | 4 | 5.0 | 4 | 3 | 2 |
| 72 | 2 | 3 | 2 | 4 | 5 | 5.0 | 4 | 4 | 5 |
| 73 | 5 | 3 | 3 | 5 | 5 | 5.0 | 5 | 3 | 5 |
| 74 | 3 | 2 | 2 | 3 | 4 | 4.0 | 2 | 2 | 2 |
| 75 | 2 | 2 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 76 | 4 | 2 | 2 | 5 | 4 | 5.0 | 5 | 2 | 2 |
| 77 | 4 | 4 | 1 | 5 | 5 | 4.0 | 4 | 3 | 3 |
| 78 | 4 | 2 | 2 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 79 | 4 | 3 | 4 | 3 | 4 | 5.0 | 4 | 4 | 3 |
| 80 | 5 | 3 | 4 | 5 | 3 | 4.0 | 5 | 3 | 5 |
| 81 | 2 | 2 | 2 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 82 | 5 | 4 | 3 | 5 | 1 | 1.0 | 1 | 3 | 5 |
| 83 | 3 | 3 | 1 | 5 | 5 | 5.0 | 4 | 1 | 2 |
| 84 | 5 | 4 | 3 | 5 | 3 | 2.0 | 5 | 2 | 1 |
| 85 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 86 | 3 | 2 | 2 | 5 | 5 | 4.0 | 3 | 4 | 4 |
| 87 | 3 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 1 |
| 88 | 3 | 2 | 2 | 5 | 5 | 4.0 | 2 | 2 | 2 |
| 89 | 5 | 4 | 4 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 90 | 5 | 5 | 4 | 5 | 3 | 2.0 | 4 | 3 | 4 |
| 91 | 4 | 4 | 4 | 5 | 4 | 4.0 | 5 | 4 | 4 |
| 92 | 4 | 3 | 3 | 2 | 5 | 3.0 | 4 | 4 | 4 |
| 93 | 3 | 1 | 1 | 5 | 5 | 5.0 | 1 | 2 | 1 |
| 94 | 4 | 4 | 3 | 3 | 5 | 3.0 | 1 | 5 | 3 |
| 95 | 2 | 2 | 2 | 5 | 4 | 4.0 | 2 | 2 | 2 |
| 96 | 4 | 2 | 4 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 97 | 3 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 98 | 5 | 3 | 4 | 5 | 3 | 5.0 | 2 | 3 | 5 |
| 99 | 2 | 3 | 3 | 4 | 4 | 4.0 | 2 | 3 | 2 |
| 100 | 1 | 4 | 1 | 5 | 5 | 4.0 | 4 | 3 | 2 |
| 101 | 5 | 3 | 2 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 102 | 4 | 3 | 3 | 4 | 5 | 5.0 | 3 | 4 | 3 |
| 103 | 2 | 2 | 2 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 104 | 2 | 2 | 2 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 105 | 3 | 4 | 4 | 5 | 5 | 5.0 | 1 | 1 | 1 |
| 106 | 3 | 4 | 3 | 4 | 4 | 3.0 | 4 | 4 | 4 |
| 107 | 4 | 3 | 5 | 4 | 3 | 4.0 | 2 | 3 | 2 |
| 108 | 4 | 2 | 2 | 3 | 5 | 4.0 | 3 | 3 | 2 |
| 109 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 110 | 2 | 2 | 2 | 5 | 4 | 4.0 | 4 | 4 | 1 |
| 111 | 3 | 3 | 2 | 4 | 5 | 5.0 | 1 | 1 | 2 |
| 112 | 4 | 3 | 4 | 4 | 5 | 4.0 | 4 | 2 | 2 |
| 113 | 3 | 3 | 3 | 5 | 5 | 4.0 | 4 | 5 | 4 |
| 114 | 2 | 2 | 4 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 115 | 3 | 3 | 2 | 3 | 3 | 5.0 | 3 | 2 | 2 |
| 116 | 5 | 4 | 4 | 4 | 5 | 5.0 | 3 | 4 | 3 |
| 117 | 3 | 3 | 4 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 118 | 3 | 3 | 3 | 4 | 4 | 5.0 | 4 | 4 | 2 |
| 119 | 2 | 2 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 120 | 2 | 3 | 2 | 5 | 5 | 5.0 | 1 | 2 | 2 |
| 121 | 4 | 3 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 122 | 5 | 5 | 4 | 4 | 5 | 5.0 | 3 | 5 | 3 |
| 123 | 5 | 3 | 5 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 124 | 2 | 4 | 2 | 5 | 5 | 4.0 | 3 | 4 | 2 |
| 125 | 5 | 5 | 4 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 126 | 5 | 3 | 2 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 127 | 2 | 4 | 1 | 5 | 5 | 5.0 | 4 | 1 | 2 |
| 128 | 1 | 1 | 1 | 1 | 1 | 1.0 | 1 | 1 | 1 |
| 129 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 130 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 131 | 2 | 1 | 1 | 3 | 5 | 4.0 | 1 | 1 | 1 |
| 132 | 4 | 2 | 1 | 5 | 5 | 5.0 | 1 | 2 | 2 |
| 133 | 1 | 1 | 1 | 4 | 5 | 3.0 | 2 | 1 | 1 |
| 134 | 3 | 4 | 2 | 3 | 4 | 4.0 | 4 | 3 | 1 |
| 135 | 3 | 1 | 1 | 5 | 5 | 5.0 | 3 | 2 | 2 |
| 136 | 5 | 3 | 2 | 5 | 5 | 5.0 | 3 | 2 | 1 |
| 137 | 5 | 3 | 2 | 4 | 4 | 5.0 | 4 | 3 | 2 |
| 138 | 3 | 5 | 4 | 3 | 5 | 3.0 | 5 | 4 | 3 |
| 139 | 3 | 3 | 2 | 4 | 5 | 5.0 | 5 | 3 | 2 |
| 140 | 2 | 2 | 2 | 4 | 5 | 4.0 | 3 | 4 | 3 |
| 141 | 2 | 3 | 2 | 4 | 4 | 4.0 | 3 | 2 | 3 |
| 142 | 4 | 3 | 4 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 143 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 144 | 5 | 3 | 4 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 145 | 5 | 5 | 4 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 146 | 2 | 2 | 1 | 5 | 5 | 5.0 | 5 | 2 | 2 |
| 147 | 5 | 4 | 4 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 148 | 4 | 4 | 3 | 5 | 5 | 5.0 | 3 | 5 | 5 |
| 149 | 1 | 1 | 1 | 5 | 5 | 5.0 | 1 | 1 | 1 |
| 150 | 2 | 3 | 2 | 4 | 4 | 4.0 | 3 | 2 | 4 |
| 151 | 5 | 5 | 3 | 4 | 5 | 5.0 | 5 | 3 | 3 |
| 152 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 153 | 3 | 3 | 3 | 4 | 4 | 4.0 | 3 | 3 | 2 |
| 154 | 4 | 5 | 1 | 4 | 5 | 5.0 | 4 | 1 | 1 |
| 155 | 3 | 4 | 4 | 5 | 4 | 5.0 | 4 | 3 | 3 |
| 156 | 4 | 4 | 2 | 4 | 5 | 3.0 | 2 | 2 | 2 |
| 157 | 3 | 2 | 3 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 158 | 2 | 2 | 2 | 4 | 5 | 4.0 | 2 | 2 | 1 |
| 159 | 2 | 2 | 1 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 160 | 3 | 4 | 3 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 161 | 3 | 3 | 2 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 162 | 2 | 5 | 2 | 5 | 5 | 5.0 | 2 | 5 | 4 |
| 163 | 4 | 3 | 2 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 164 | 2 | 2 | 4 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 165 | 5 | 5 | 5 | 4 | 5 | 5.0 | 5 | 4 | 2 |
| 166 | 5 | 1 | 2 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 167 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 2 | 5 |
| 168 | 4 | 2 | 2 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 169 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 170 | 4 | 2 | 2 | 5 | 5 | 4.0 | 2 | 3 | 3 |
| 171 | 4 | 3 | 3 | 4 | 4 | 5.0 | 5 | 5 | 2 |
| 172 | 3 | 2 | 2 | 5 | 5 | 5.0 | 4 | 2 | 2 |
| 173 | 2 | 2 | 1 | 5 | 5 | 4.0 | 5 | 3 | 3 |
| 174 | 2 | 3 | 2 | 4 | 5 | 5.0 | 5 | 4 | 3 |
| 175 | 2 | 4 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 176 | 2 | 1 | 1 | 5 | 5 | 5.0 | 1 | 5 | 1 |
| 177 | 2 | 2 | 3 | 4 | 5 | 5.0 | 5 | 2 | 5 |
| 178 | 2 | 2 | 2 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 179 | 4 | 3 | 5 | 5 | 5 | 4.0 | 5 | 4 | 3 |
| 180 | 5 | 5 | 5 | 5 | 3 | 5.0 | 5 | 2 | 2 |
| 181 | 3 | 2 | 2 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 182 | 4 | 1 | 1 | 5 | 5 | 5.0 | 4 | 5 | 4 |
| 183 | 4 | 2 | 2 | 4 | 4 | 4.0 | 4 | 5 | 4 |
| 184 | 2 | 3 | 2 | 4 | 5 | 4.0 | 4 | 4 | 5 |
| 185 | 1 | 1 | 1 | 4 | 3 | 4.0 | 3 | 2 | 1 |
| 186 | 2 | 4 | 2 | 4 | 5 | 5.0 | 2 | 1 | 2 |
| 187 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 188 | 5 | 4 | 1 | 5 | 1 | 3.0 | 3 | 5 | 4 |
| 189 | 1 | 1 | 1 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 190 | 3 | 3 | 2 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 191 | 2 | 2 | 2 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 192 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 193 | 4 | 4 | 4 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 194 | 4 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 195 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 196 | 2 | 2 | 2 | 4 | 5 | 5.0 | 5 | 5 | 5 |
| 197 | 2 | 2 | 2 | 2 | 5 | 5.0 | 5 | 5 | 5 |
| 198 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 199 | 3 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 200 | 3 | 4 | 2 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 201 | 3 | 3 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 202 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 203 | 5 | 2 | 2 | 4 | 5 | 5.0 | 5 | 2 | 2 |
| 204 | 5 | 2 | 3 | 5 | 5 | 5.0 | 5 | 1 | 1 |
| 206 | 3 | 2 | 2 | 5 | 5 | 5.0 | 3 | 2 | 2 |
| 207 | 5 | 2 | 2 | 5 | 5 | 4.0 | 4 | 4 | 5 |
| 208 | 4 | 3 | 4 | 4 | 4 | 3.0 | 3 | 3 | 3 |
| 209 | 3 | 3 | 5 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 210 | 4 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 211 | 1 | 1 | 1 | 5 | 5 | 4.0 | 3 | 1 | 1 |
| 212 | 4 | 4 | 3 | 3 | 5 | 5.0 | 5 | 5 | 5 |
| 213 | 2 | 2 | 3 | 4 | 4 | 4.0 | 3 | 2 | 2 |
| 214 | 3 | 3 | 2 | 5 | 5 | 4.0 | 4 | 3 | 4 |
| 215 | 3 | 3 | 2 | 1 | 4 | 4.0 | 2 | 2 | 4 |
| 216 | 2 | 4 | 2 | 4 | 4 | 4.0 | 2 | 4 | 4 |
| 217 | 5 | 3 | 2 | 2 | 4 | 4.0 | 5 | 2 | 1 |
| 218 | 3 | 2 | 1 | 5 | 5 | 5.0 | 1 | 3 | 5 |
| 219 | 4 | 3 | 4 | 5 | 5 | 5.0 | 4 | 4 | 2 |
| 220 | 4 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 221 | 3 | 2 | 2 | 5 | 5 | 5.0 | 4 | 2 | 4 |
| 222 | 3 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 3 |
| 223 | 3 | 2 | 2 | 4 | 4 | 2.0 | 3 | 3 | 3 |
| 224 | 3 | 2 | 3 | 4 | 5 | 5.0 | 2 | 1 | 1 |
| 225 | 4 | 2 | 2 | 5 | 4 | 3.0 | 3 | 3 | 3 |
| 226 | 2 | 2 | 3 | 5 | 4 | 5.0 | 5 | 4 | 3 |
| 227 | 2 | 2 | 3 | 5 | 5 | 5.0 | 4 | 5 | 5 |
| 228 | 2 | 2 | 2 | 5 | 5 | 2.0 | 4 | 3 | 4 |
| 229 | 4 | 4 | 2 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 230 | 2 | 2 | 2 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 231 | 2 | 2 | 2 | 4 | 4 | 4.0 | 2 | 4 | 2 |
| 232 | 4 | 4 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 233 | 5 | 4 | 2 | 4 | 5 | 5.0 | 5 | 4 | 5 |
| 234 | 2 | 5 | 2 | 5 | 5 | 5.0 | 5 | 3 | 1 |
| 235 | 2 | 3 | 2 | 5 | 4 | 5.0 | 3 | 3 | 1 |
| 236 | 2 | 4 | 2 | 4 | 5 | 5.0 | 4 | 3 | 4 |
| 237 | 2 | 4 | 2 | 1 | 4 | 1.0 | 2 | 3 | 2 |
| 238 | 3 | 3 | 2 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 239 | 2 | 1 | 1 | 4 | 4 | 4.0 | 4 | 2 | 3 |
| 240 | 3 | 4 | 5 | 5 | 3 | 4.0 | 4 | 4 | 4 |
| 241 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 242 | 4 | 3 | 3 | 4 | 4 | 4.0 | 3 | 3 | 4 |
| 243 | 2 | 2 | 2 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 244 | 4 | 4 | 2 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 245 | 3 | 3 | 5 | 5 | 5 | 5.0 | 3 | 5 | 2 |
| 246 | 2 | 4 | 2 | 4 | 4 | 2.0 | 2 | 2 | 2 |
| 247 | 1 | 1 | 1 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 248 | 2 | 2 | 2 | 5 | 5 | 4.0 | 4 | 4 | 4 |
| 249 | 3 | 3 | 3 | 5 | 5 | 5.0 | 4 | 5 | 3 |
| 250 | 4 | 3 | 3 | 3 | 5 | 5.0 | 5 | 5 | 3 |
| 251 | 4 | 3 | 3 | 5 | 5 | 5.0 | 3 | 5 | 3 |
| 252 | 3 | 3 | 2 | 5 | 5 | 3.0 | 3 | 4 | 2 |
| 253 | 2 | 2 | 2 | 5 | 2 | 5.0 | 5 | 5 | 5 |
| 254 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 255 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 256 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 257 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 258 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 259 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 260 | 2 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 261 | 2 | 2 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 262 | 2 | 2 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 263 | 3 | 1 | 1 | 4 | 5 | 5.0 | 2 | 5 | 1 |
| 264 | 1 | 2 | 2 | 5 | 5 | 4.0 | 4 | 3 | 4 |
| 265 | 5 | 4 | 3 | 3 | 4 | 5.0 | 5 | 5 | 3 |
| 266 | 2 | 2 | 2 | 4 | 3 | 4.0 | 2 | 3 | 3 |
| 267 | 3 | 2 | 1 | 5 | 5 | 4.0 | 3 | 2 | 4 |
| 268 | 3 | 1 | 2 | 5 | 5 | 3.0 | 3 | 1 | 3 |
| 269 | 1 | 1 | 1 | 5 | 5 | 5.0 | 3 | 5 | 5 |
| 270 | 1 | 1 | 1 | 5 | 5 | 5.0 | 4 | 1 | 3 |
| 271 | 5 | 4 | 4 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 272 | 3 | 2 | 1 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 273 | 2 | 1 | 1 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 274 | 1 | 1 | 2 | 5 | 4 | 4.0 | 3 | 4 | 2 |
| 275 | 3 | 4 | 2 | 5 | 5 | 5.0 | 4 | 2 | 2 |
| 276 | 4 | 1 | 1 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 277 | 2 | 2 | 1 | 5 | 5 | 5.0 | 3 | 3 | 4 |
| 278 | 3 | 2 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 279 | 2 | 4 | 2 | 5 | 5 | 4.0 | 4 | 2 | 4 |
| 280 | 5 | 4 | 2 | 5 | 5 | 5.0 | 3 | 3 | 4 |
| 281 | 1 | 1 | 1 | 4 | 4 | 3.0 | 3 | 3 | 4 |
| 282 | 4 | 4 | 2 | 4 | 4 | 4.0 | 5 | 4 | 3 |
| 283 | 2 | 2 | 4 | 5 | 5 | 3.0 | 5 | 1 | 3 |
| 284 | 4 | 4 | 5 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 285 | 2 | 4 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 286 | 4 | 4 | 2 | 4 | 3 | 4.0 | 3 | 4 | 4 |
| 287 | 3 | 4 | 2 | 4 | 4 | 4.0 | 5 | 2 | 2 |
| 288 | 2 | 2 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 289 | 2 | 2 | 2 | 4 | 4 | 4.0 | 2 | 4 | 4 |
| 290 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 291 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 292 | 4 | 3 | 4 | 4 | 1 | 3.0 | 3 | 4 | 3 |
| 293 | 5 | 4 | 2 | 5 | 4 | 4.0 | 5 | 5 | 4 |
| 294 | 2 | 5 | 2 | 5 | 5 | 5.0 | 4 | 4 | 5 |
| 295 | 2 | 4 | 2 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 296 | 5 | 4 | 2 | 5 | 5 | 5.0 | 5 | 5 | 4 |
| 297 | 2 | 2 | 2 | 3 | 3 | 4.0 | 5 | 5 | 5 |
| 298 | 2 | 3 | 4 | 3 | 4 | 5.0 | 4 | 4 | 5 |
| 299 | 4 | 3 | 3 | 3 | 4 | 4.0 | 4 | 4 | 2 |
| 300 | 4 | 3 | 3 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 301 | 3 | 4 | 3 | 5 | 3 | 5.0 | 4 | 4 | 5 |
| 302 | 2 | 2 | 4 | 5 | 4 | 4.0 | 5 | 4 | 3 |
| 303 | 5 | 2 | 4 | 4 | 4 | 5.0 | 5 | 5 | 4 |
| 304 | 2 | 2 | 4 | 5 | 5 | 2.0 | 4 | 3 | 4 |
| 305 | 2 | 2 | 4 | 5 | 5 | 4.0 | 5 | 4 | 4 |
| 306 | 4 | 2 | 3 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 307 | 3 | 2 | 2 | 4 | 4 | 4.0 | 5 | 2 | 4 |
| 308 | 4 | 3 | 4 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 309 | 4 | 3 | 4 | 5 | 4 | 4.0 | 4 | 4 | 3 |
| 310 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 311 | 4 | 4 | 4 | 4 | 4 | 5.0 | 5 | 4 | 4 |
| 312 | 4 | 4 | 4 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 313 | 3 | 2 | 2 | 4 | 4 | 4.0 | 4 | 3 | 2 |
| 314 | 5 | 2 | 2 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 315 | 5 | 2 | 2 | 4 | 4 | 5.0 | 5 | 5 | 2 |
| 316 | 4 | 4 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 317 | 5 | 4 | 4 | 5 | 5 | 5.0 | 3 | 2 | 3 |
| 318 | 1 | 1 | 1 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 319 | 1 | 1 | 1 | 5 | 5 | 5.0 | 4 | 1 | 1 |
| 320 | 1 | 1 | 1 | 4 | 4 | 4.0 | 3 | 4 | 4 |
| 321 | 2 | 2 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 322 | 3 | 2 | 1 | 3 | 3 | 3.0 | 4 | 3 | 4 |
| 323 | 3 | 2 | 1 | 3 | 3 | 3.0 | 4 | 3 | 4 |
| 324 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 325 | 2 | 1 | 2 | 5 | 5 | 4.0 | 4 | 4 | 3 |
| 326 | 4 | 4 | 2 | 4 | 4 | 2.0 | 2 | 2 | 2 |
| 327 | 3 | 3 | 3 | 3 | 4 | 4.0 | 4 | 3 | 3 |
| 328 | 1 | 1 | 1 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 329 | 5 | 3 | 3 | 5 | 5 | 2.0 | 5 | 5 | 1 |
| 330 | 5 | 4 | 3 | 5 | 2 | 2.0 | 3 | 1 | 1 |
| 331 | 5 | 3 | 3 | 3 | 3 | 2.0 | 4 | 2 | 2 |
| 332 | 4 | 4 | 3 | 5 | 5 | 5.0 | 2 | 2 | 5 |
| 333 | 3 | 3 | 3 | 5 | 5 | 3.0 | 1 | 1 | 3 |
| 334 | 5 | 2 | 2 | 2 | 2 | 4.0 | 2 | 1 | 1 |
| 335 | 5 | 2 | 2 | 5 | 5 | 5.0 | 3 | 5 | 5 |
| 336 | 4 | 5 | 2 | 5 | 1 | 2.0 | 5 | 4 | 1 |
| 337 | 4 | 3 | 2 | 5 | 5 | 4.0 | 4 | 5 | 5 |
| 338 | 4 | 2 | 4 | 3 | 4 | 4.0 | 4 | 5 | 5 |
| 339 | 3 | 4 | 4 | 3 | 3 | 4.0 | 1 | 1 | 3 |
| 340 | 4 | 2 | 4 | 5 | 4 | 4.0 | 4 | 5 | 5 |
| 341 | 4 | 1 | 1 | 5 | 5 | 5.0 | 3 | 2 | 4 |
| 342 | 5 | 2 | 3 | 5 | 2 | 3.0 | 5 | 5 | 5 |
| 343 | 3 | 2 | 1 | 5 | 5 | 3.0 | 5 | 3 | 3 |
| 344 | 4 | 2 | 2 | 5 | 4 | 5.0 | 5 | 3 | 3 |
| 345 | 3 | 3 | 2 | 5 | 5 | 5.0 | 3 | 3 | 2 |
| 346 | 5 | 3 | 3 | 3 | 2 | 4.0 | 4 | 4 | 2 |
| 347 | 5 | 2 | 2 | 5 | 4 | 5.0 | 5 | 4 | 4 |
| 348 | 4 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 4 |
| 349 | 5 | 4 | 3 | 5 | 5 | 5.0 | 5 | 2 | 4 |
| 350 | 4 | 4 | 3 | 5 | 5 | 5.0 | 3 | 3 | 4 |
| 351 | 4 | 4 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 352 | 4 | 3 | 2 | 5 | 5 | 4.0 | 4 | 4 | 4 |
| 353 | 3 | 2 | 1 | 5 | 5 | 5.0 | 4 | 1 | 3 |
| 354 | 3 | 3 | 3 | 5 | 5 | 5.0 | 3 | 2 | 5 |
| 355 | 4 | 4 | 2 | 5 | 5 | 5.0 | 3 | 4 | 4 |
| 356 | 4 | 3 | 3 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 357 | 4 | 4 | 3 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 358 | 4 | 4 | 3 | 4 | 5 | 5.0 | 3 | 4 | 4 |
| 359 | 3 | 4 | 2 | 5 | 5 | 4.0 | 3 | 3 | 3 |
| 360 | 3 | 4 | 3 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 361 | 2 | 4 | 2 | 4 | 4 | 4.0 | 5 | 5 | 5 |
| 362 | 2 | 2 | 2 | 5 | 4 | 4.0 | 4 | 4 | 3 |
| 363 | 4 | 3 | 2 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 364 | 4 | 4 | 3 | 5 | 5 | 4.0 | 5 | 5 | 3 |
| 365 | 4 | 3 | 2 | 5 | 5 | 5.0 | 5 | 3 | 3 |
| 366 | 2 | 2 | 2 | 4 | 4 | 4.0 | 2 | 2 | 2 |
| 367 | 4 | 2 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 368 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 2 | 2 |
| 369 | 3 | 2 | 3 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 370 | 3 | 2 | 3 | 5 | 5 | 3.0 | 5 | 3 | 5 |
| 371 | 3 | 2 | 3 | 5 | 5 | 3.0 | 5 | 4 | 3 |
| 372 | 4 | 2 | 3 | 5 | 5 | 3.0 | 4 | 5 | 5 |
| 373 | 3 | 3 | 2 | 5 | 5 | 5.0 | 4 | 3 | 5 |
| 374 | 4 | 3 | 4 | 4 | 3 | 4.0 | 2 | 4 | 3 |
| 375 | 3 | 1 | 2 | 3 | 4 | 5.0 | 1 | 2 | 5 |
| 376 | 4 | 2 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 377 | 5 | 4 | 4 | 5 | 4 | 4.0 | 5 | 5 | 2 |
| 378 | 4 | 2 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 379 | 2 | 2 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 380 | 4 | 2 | 4 | 5 | 4 | 4.0 | 4 | 4 | 4 |
| 381 | 4 | 2 | 5 | 5 | 4 | 4.0 | 4 | 4 | 4 |
| 382 | 4 | 2 | 4 | 4 | 4 | 5.0 | 4 | 2 | 4 |
| 383 | 5 | 3 | 2 | 5 | 5 | 5.0 | 2 | 5 | 5 |
| 384 | 4 | 2 | 2 | 4 | 4 | 4.0 | 2 | 2 | 4 |
| 385 | 4 | 3 | 1 | 5 | 4 | 4.0 | 3 | 3 | 1 |
| 386 | 4 | 3 | 1 | 4 | 4 | 5.0 | 2 | 2 | 3 |
| 387 | 2 | 2 | 2 | 5 | 5 | 5.0 | 3 | 1 | 1 |
| 388 | 5 | 3 | 2 | 5 | 5 | 5.0 | 4 | 2 | 4 |
| 389 | 4 | 3 | 1 | 5 | 5 | 5.0 | 5 | 3 | 4 |
| 390 | 4 | 4 | 2 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 391 | 4 | 3 | 1 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 392 | 5 | 4 | 2 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 393 | 5 | 5 | 3 | 5 | 5 | 5.0 | 5 | 4 | 4 |
| 394 | 5 | 4 | 2 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 395 | 1 | 1 | 1 | 3 | 4 | 4.0 | 3 | 4 | 3 |
| 396 | 3 | 4 | 3 | 4 | 4 | 5.0 | 3 | 3 | 2 |
| 397 | 4 | 3 | 2 | 4 | 4 | 4.0 | 4 | 3 | 4 |
| 398 | 2 | 2 | 3 | 5 | 4 | 4.0 | 3 | 3 | 3 |
| 399 | 3 | 1 | 2 | 4 | 4 | 3.0 | 4 | 4 | 3 |
| 400 | 2 | 2 | 2 | 5 | 5 | 5.0 | 3 | 1 | 1 |
| 401 | 4 | 4 | 2 | 5 | 5 | 4.0 | 5 | 5 | 1 |
| 402 | 3 | 4 | 1 | 4 | 5 | 3.0 | 1 | 4 | 4 |
| 403 | 4 | 4 | 2 | 5 | 5 | 4.0 | 3 | 4 | 3 |
| 404 | 5 | 3 | 5 | 5 | 4 | 3.0 | 3 | 4 | 2 |
| 405 | 4 | 4 | 1 | 4 | 5 | 4.0 | 5 | 1 | 3 |
| 406 | 1 | 1 | 1 | 3 | 3 | 3.0 | 4 | 1 | 3 |
| 407 | 4 | 3 | 1 | 4 | 4 | 5.0 | 2 | 1 | 1 |
| 408 | 3 | 3 | 2 | 5 | 4 | 3.0 | 1 | 1 | 3 |
| 409 | 3 | 3 | 2 | 5 | 4 | 3.0 | 5 | 5 | 3 |
| 410 | 4 | 1 | 1 | 4 | 3 | 4.0 | 4 | 1 | 3 |
| 411 | 1 | 1 | 1 | 3 | 3 | 4.0 | 4 | 4 | 4 |
| 412 | 3 | 1 | 1 | 3 | 4 | 3.0 | 3 | 3 | 3 |
| 413 | 3 | 4 | 1 | 4 | 4 | 5.0 | 3 | 4 | 4 |
| 414 | 4 | 3 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 415 | 4 | 3 | 5 | 5 | 3 | 5.0 | 2 | 1 | 1 |
| 416 | 3 | 3 | 3 | 4 | 4 | 4.0 | 3 | 4 | 2 |
| 417 | 1 | 1 | 1 | 3 | 5 | 4.0 | 1 | 3 | 1 |
| 418 | 5 | 4 | 2 | 2 | 3 | 5.0 | 5 | 2 | 5 |
| 419 | 3 | 3 | 3 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 420 | 2 | 4 | 2 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 421 | 1 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 2 |
| 422 | 5 | 2 | 4 | 3 | 3 | 3.0 | 4 | 4 | 4 |
| 423 | 4 | 4 | 3 | 5 | 5 | 5.0 | 4 | 4 | 4 |
| 424 | 1 | 3 | 1 | 4 | 3 | 5.0 | 3 | 5 | 4 |
| 425 | 2 | 2 | 1 | 5 | 5 | 4.0 | 4 | 3 | 3 |
| 426 | 3 | 2 | 1 | 3 | 3 | 4.0 | 3 | 3 | 3 |
| 427 | 1 | 5 | 1 | 5 | 5 | 5.0 | 5 | 2 | 4 |
| 428 | 4 | 4 | 3 | 5 | 4 | 5.0 | 4 | 4 | 4 |
| 429 | 4 | 3 | 2 | 5 | 5 | 4.0 | 5 | 4 | 2 |
| 430 | 4 | 2 | 2 | 5 | 4 | 5.0 | 5 | 5 | 4 |
| 431 | 3 | 2 | 2 | 5 | 4 | 5.0 | 4 | 5 | 2 |
| 432 | 3 | 4 | 3 | 5 | 5 | 5.0 | 5 | 3 | 2 |
| 433 | 5 | 4 | 2 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 434 | 4 | 2 | 2 | 5 | 5 | 4.0 | 4 | 4 | 3 |
| 435 | 2 | 2 | 3 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 436 | 4 | 2 | 4 | 5 | 4 | 5.0 | 3 | 3 | 3 |
| 437 | 4 | 2 | 4 | 5 | 4 | 5.0 | 5 | 5 | 5 |
| 438 | 4 | 2 | 3 | 5 | 4 | 5.0 | 5 | 5 | 4 |
| 439 | 1 | 1 | 4 | 5 | 4 | 5.0 | 5 | 4 | 4 |
| 440 | 1 | 1 | 1 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 441 | 4 | 3 | 4 | 4 | 5 | 3.0 | 3 | 2 | 3 |
| 442 | 5 | 3 | 3 | 3 | 5 | 4.0 | 5 | 2 | 2 |
| 443 | 5 | 3 | 3 | 5 | 5 | 5.0 | 3 | 2 | 2 |
| 444 | 5 | 3 | 3 | 3 | 5 | 5.0 | 3 | 2 | 2 |
| 445 | 3 | 3 | 2 | 4 | 4 | 3.0 | 2 | 1 | 2 |
| 446 | 3 | 2 | 2 | 4 | 5 | 3.0 | 3 | 2 | 2 |
| 447 | 4 | 4 | 2 | 4 | 5 | 5.0 | 4 | 4 | 3 |
| 448 | 4 | 4 | 3 | 5 | 4 | 5.0 | 3 | 5 | 3 |
| 449 | 5 | 5 | 5 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 450 | 4 | 4 | 4 | 4 | 4 | 4.0 | 4 | 4 | 4 |
| 451 | 4 | 4 | 5 | 4 | 4 | 4.0 | 4 | 4 | 3 |
| 452 | 2 | 2 | 2 | 4 | 5 | 4.0 | 4 | 3 | 3 |
| 453 | 2 | 2 | 2 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 454 | 2 | 2 | 1 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 455 | 3 | 1 | 1 | 4 | 4 | 5.0 | 5 | 2 | 1 |
| 456 | 1 | 1 | 1 | 5 | 5 | 5.0 | 4 | 2 | 2 |
| 457 | 2 | 2 | 2 | 4 | 5 | 4.0 | 4 | 4 | 4 |
| 458 | 1 | 2 | 2 | 4 | 5 | 4.0 | 4 | 3 | 2 |
| 459 | 2 | 2 | 2 | 4 | 4 | 4.0 | 3 | 2 | 3 |
| 460 | 2 | 2 | 2 | 5 | 5 | 4.0 | 4 | 2 | 2 |
| 461 | 4 | 3 | 2 | 4 | 4 | 4.0 | 4 | 3 | 4 |
| 462 | 1 | 1 | 1 | 5 | 5 | 5.0 | 3 | 2 | 1 |
| 463 | 2 | 2 | 3 | 4 | 4 | 4.0 | 4 | 3 | 3 |
| 464 | 4 | 4 | 2 | 4 | 5 | 4.0 | 4 | 5 | 5 |
| 465 | 1 | 1 | 1 | 5 | 5 | 5.0 | 1 | 1 | 1 |
| 466 | 3 | 3 | 5 | 5 | 5 | 5.0 | 4 | 5 | 4 |
| 467 | 3 | 3 | 2 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 468 | 2 | 2 | 2 | 4 | 5 | 5.0 | 5 | 4 | 3 |
| 469 | 4 | 4 | 3 | 3 | 3 | 3.0 | 3 | 3 | 3 |
| 470 | 2 | 2 | 2 | 4 | 5 | 5.0 | 5 | 4 | 3 |
| 471 | 4 | 2 | 3 | 4 | 4 | 3.0 | 5 | 3 | 4 |
| 472 | 4 | 3 | 3 | 3 | 4 | 5.0 | 3 | 4 | 4 |
| 473 | 2 | 2 | 4 | 4 | 2 | 2.0 | 4 | 4 | 2 |
| 474 | 1 | 1 | 2 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 475 | 4 | 3 | 2 | 5 | 5 | 4.0 | 5 | 5 | 4 |
| 476 | 3 | 2 | 2 | 4 | 5 | 4.0 | 5 | 3 | 2 |
| 477 | 2 | 2 | 2 | 5 | 4 | 4.0 | 4 | 2 | 2 |
| 478 | 5 | 2 | 2 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 479 | 1 | 2 | 1 | 4 | 5 | 4.0 | 2 | 1 | 1 |
| 480 | 3 | 3 | 3 | 5 | 5 | 4.0 | 3 | 3 | 3 |
| 481 | 5 | 4 | 4 | 5 | 4 | 5.0 | 4 | 4 | 3 |
| 482 | 1 | 1 | 3 | 4 | 4 | 4.0 | 5 | 4 | 4 |
| 483 | 3 | 3 | 3 | 4 | 5 | 3.0 | 3 | 3 | 3 |
| 484 | 2 | 1 | 1 | 4 | 4 | 5.0 | 4 | 3 | 2 |
| 485 | 4 | 4 | 4 | 5 | 5 | 5.0 | 3 | 5 | 4 |
| 486 | 4 | 2 | 2 | 5 | 5 | 4.0 | 3 | 4 | 2 |
| 487 | 3 | 3 | 3 | 5 | 5 | 5.0 | 3 | 4 | 3 |
| 488 | 5 | 5 | 4 | 3 | 5 | 5.0 | 5 | 4 | 3 |
| 489 | 3 | 3 | 4 | 5 | 5 | 5.0 | 4 | 3 | 3 |
| 490 | 4 | 2 | 3 | 5 | 4 | 4.0 | 3 | 4 | 4 |
| 491 | 2 | 2 | 2 | 5 | 5 | 4.0 | 4 | 2 | 2 |
| 492 | 4 | 4 | 3 | 4 | 4 | 4.0 | 3 | 3 | 3 |
| 493 | 5 | 4 | 5 | 5 | 5 | 5.0 | 4 | 5 | 4 |
| 494 | 4 | 4 | 2 | 5 | 5 | 5.0 | 2 | 2 | 2 |
| 495 | 3 | 2 | 3 | 4 | 4 | 5.0 | 5 | 3 | 1 |
| 496 | 5 | 4 | 4 | 4 | 3 | 4.0 | 3 | 3 | 4 |
| 497 | 3 | 3 | 3 | 4 | 3 | 3.0 | 3 | 3 | 3 |
| 498 | 4 | 3 | 3 | 4 | 5 | 3.0 | 4 | 3 | 3 |
| 499 | 3 | 4 | 2 | 5 | 5 | 4.0 | 5 | 1 | 3 |
| 500 | 5 | 5 | 3 | 5 | 5 | 5.0 | 5 | 5 | 3 |
| 501 | 1 | 4 | 1 | 4 | 4 | 4.0 | 4 | 1 | 1 |
| 502 | 4 | 3 | 3 | 5 | 5 | 5.0 | 5 | 2 | 1 |
| 503 | 3 | 5 | 3 | 4 | 5 | 1.0 | 5 | 4 | 2 |
| 504 | 5 | 5 | 3 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 505 | 4 | 5 | 3 | 1 | 2 | 5.0 | 3 | 4 | 2 |
| 506 | 5 | 4 | 3 | 4 | 3 | 3.0 | 2 | 1 | 2 |
| 507 | 5 | 5 | 3 | 5 | 5 | 5.0 | 5 | 4 | 3 |
| 508 | 3 | 3 | 4 | 5 | 5 | 5.0 | 3 | 4 | 3 |
| 509 | 2 | 2 | 2 | 4 | 4 | 4.0 | 4 | 4 | 2 |
| 510 | 1 | 1 | 1 | 5 | 5 | 5.0 | 1 | 1 | 1 |
| 511 | 4 | 2 | 2 | 4 | 4 | 5.0 | 5 | 2 | 3 |
| 512 | 3 | 2 | 2 | 5 | 5 | 5.0 | 4 | 4 | 3 |
| 513 | 3 | 2 | 2 | 4 | 5 | 4.0 | 4 | 5 | 3 |
| 514 | 4 | 1 | 1 | 4 | 5 | 5.0 | 2 | 4 | 1 |
| 515 | 2 | 2 | 1 | 3 | 4 | 4.0 | 2 | 1 | 1 |
| 516 | 2 | 2 | 2 | 5 | 5 | 5.0 | 3 | 3 | 3 |
| 517 | 3 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 518 | 3 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 519 | 4 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 520 | 4 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 521 | 3 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 522 | 3 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 523 | 3 | 3 | 2 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 524 | 2 | 2 | 1 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 525 | 3 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
| 526 | 3 | 3 | 3 | 5 | 5 | 5.0 | 5 | 5 | 5 |
data_Usage_Factor_Final['Call Friends and Family'] = data_Usage_Factor_Final['Call Friends and Family'].astype(int)
data_Usage_Factor_Final
| Feature | All my friends use | Old fashioned | Prestige | Secure | Communication | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | 2 | 2 | 4 | 4 | 4 | 2 | 3 | 2 |
| 1 | 5 | 1 | 3 | 5 | 5 | 5 | 3 | 2 | 3 |
| 2 | 4 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 3 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 5 | 4 |
| 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 5 | 5 |
| 5 | 5 | 4 | 3 | 4 | 4 | 4 | 5 | 5 | 3 |
| 6 | 1 | 4 | 4 | 5 | 5 | 1 | 1 | 1 | 1 |
| 7 | 2 | 2 | 2 | 5 | 5 | 5 | 3 | 4 | 4 |
| 8 | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 4 | 4 |
| 9 | 2 | 1 | 1 | 5 | 5 | 5 | 3 | 4 | 2 |
| 10 | 3 | 3 | 2 | 4 | 5 | 3 | 2 | 3 | 2 |
| 11 | 3 | 2 | 1 | 5 | 5 | 5 | 3 | 5 | 3 |
| 12 | 4 | 2 | 2 | 5 | 5 | 5 | 2 | 4 | 4 |
| 13 | 4 | 3 | 2 | 5 | 5 | 3 | 3 | 2 | 1 |
| 14 | 3 | 3 | 3 | 4 | 5 | 5 | 4 | 5 | 3 |
| 15 | 4 | 4 | 4 | 3 | 4 | 5 | 5 | 2 | 3 |
| 16 | 1 | 1 | 1 | 1 | 5 | 1 | 1 | 1 | 1 |
| 17 | 3 | 3 | 2 | 5 | 5 | 3 | 3 | 3 | 2 |
| 18 | 2 | 3 | 2 | 5 | 5 | 3 | 3 | 2 | 2 |
| 19 | 2 | 3 | 2 | 5 | 5 | 3 | 3 | 2 | 3 |
| 20 | 1 | 1 | 1 | 3 | 5 | 3 | 1 | 1 | 1 |
| 21 | 5 | 5 | 5 | 2 | 2 | 2 | 5 | 3 | 2 |
| 22 | 4 | 3 | 2 | 5 | 4 | 3 | 2 | 2 | 2 |
| 23 | 3 | 4 | 3 | 4 | 5 | 4 | 5 | 4 | 4 |
| 24 | 2 | 2 | 2 | 5 | 5 | 3 | 5 | 3 | 2 |
| 25 | 2 | 2 | 2 | 5 | 5 | 5 | 3 | 3 | 3 |
| 26 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 |
| 27 | 4 | 1 | 1 | 5 | 5 | 4 | 4 | 3 | 3 |
| 28 | 3 | 2 | 3 | 5 | 5 | 5 | 4 | 4 | 3 |
| 29 | 3 | 3 | 4 | 5 | 5 | 5 | 2 | 1 | 1 |
| 30 | 4 | 3 | 3 | 4 | 5 | 5 | 3 | 5 | 4 |
| 31 | 1 | 1 | 1 | 3 | 3 | 4 | 3 | 3 | 2 |
| 32 | 4 | 3 | 3 | 5 | 5 | 5 | 3 | 4 | 1 |
| 33 | 5 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 5 |
| 34 | 3 | 3 | 3 | 4 | 3 | 5 | 4 | 3 | 3 |
| 35 | 5 | 4 | 3 | 4 | 4 | 3 | 5 | 4 | 3 |
| 36 | 4 | 3 | 4 | 2 | 3 | 5 | 2 | 4 | 2 |
| 37 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 5 |
| 38 | 4 | 4 | 4 | 3 | 1 | 2 | 3 | 4 | 5 |
| 39 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 40 | 3 | 3 | 3 | 1 | 1 | 4 | 2 | 4 | 2 |
| 41 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 42 | 2 | 2 | 1 | 1 | 4 | 2 | 3 | 2 | 1 |
| 43 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 44 | 2 | 1 | 2 | 5 | 5 | 5 | 2 | 3 | 3 |
| 45 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 4 | 4 |
| 46 | 4 | 3 | 5 | 4 | 5 | 3 | 5 | 2 | 4 |
| 47 | 5 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 5 |
| 48 | 4 | 3 | 3 | 4 | 5 | 3 | 2 | 3 | 2 |
| 49 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 4 | 4 |
| 50 | 3 | 3 | 3 | 5 | 4 | 3 | 3 | 4 | 4 |
| 51 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 |
| 52 | 5 | 4 | 3 | 3 | 5 | 3 | 5 | 5 | 4 |
| 53 | 5 | 4 | 5 | 5 | 3 | 5 | 5 | 5 | 3 |
| 54 | 5 | 4 | 5 | 4 | 3 | 5 | 4 | 5 | 5 |
| 55 | 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 | 5 |
| 56 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 5 |
| 57 | 5 | 4 | 5 | 3 | 5 | 4 | 5 | 3 | 5 |
| 58 | 3 | 4 | 3 | 5 | 5 | 4 | 3 | 4 | 4 |
| 59 | 5 | 2 | 5 | 5 | 4 | 5 | 4 | 5 | 5 |
| 60 | 5 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 |
| 61 | 4 | 5 | 3 | 5 | 5 | 4 | 3 | 3 | 3 |
| 62 | 5 | 4 | 5 | 3 | 5 | 1 | 5 | 5 | 3 |
| 63 | 5 | 4 | 5 | 3 | 5 | 2 | 5 | 1 | 3 |
| 64 | 5 | 4 | 5 | 4 | 3 | 5 | 3 | 5 | 2 |
| 65 | 5 | 4 | 4 | 3 | 5 | 4 | 2 | 2 | 4 |
| 66 | 3 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 3 |
| 67 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 |
| 68 | 3 | 4 | 3 | 5 | 5 | 4 | 5 | 4 | 3 |
| 69 | 4 | 2 | 1 | 4 | 4 | 4 | 4 | 4 | 2 |
| 70 | 4 | 2 | 3 | 4 | 5 | 4 | 2 | 1 | 2 |
| 71 | 4 | 2 | 2 | 4 | 4 | 5 | 4 | 3 | 2 |
| 72 | 2 | 3 | 2 | 4 | 5 | 5 | 4 | 4 | 5 |
| 73 | 5 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 5 |
| 74 | 3 | 2 | 2 | 3 | 4 | 4 | 2 | 2 | 2 |
| 75 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 76 | 4 | 2 | 2 | 5 | 4 | 5 | 5 | 2 | 2 |
| 77 | 4 | 4 | 1 | 5 | 5 | 4 | 4 | 3 | 3 |
| 78 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 3 |
| 79 | 4 | 3 | 4 | 3 | 4 | 5 | 4 | 4 | 3 |
| 80 | 5 | 3 | 4 | 5 | 3 | 4 | 5 | 3 | 5 |
| 81 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 2 |
| 82 | 5 | 4 | 3 | 5 | 1 | 1 | 1 | 3 | 5 |
| 83 | 3 | 3 | 1 | 5 | 5 | 5 | 4 | 1 | 2 |
| 84 | 5 | 4 | 3 | 5 | 3 | 2 | 5 | 2 | 1 |
| 85 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 86 | 3 | 2 | 2 | 5 | 5 | 4 | 3 | 4 | 4 |
| 87 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 1 |
| 88 | 3 | 2 | 2 | 5 | 5 | 4 | 2 | 2 | 2 |
| 89 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 3 |
| 90 | 5 | 5 | 4 | 5 | 3 | 2 | 4 | 3 | 4 |
| 91 | 4 | 4 | 4 | 5 | 4 | 4 | 5 | 4 | 4 |
| 92 | 4 | 3 | 3 | 2 | 5 | 3 | 4 | 4 | 4 |
| 93 | 3 | 1 | 1 | 5 | 5 | 5 | 1 | 2 | 1 |
| 94 | 4 | 4 | 3 | 3 | 5 | 3 | 1 | 5 | 3 |
| 95 | 2 | 2 | 2 | 5 | 4 | 4 | 2 | 2 | 2 |
| 96 | 4 | 2 | 4 | 4 | 4 | 5 | 5 | 2 | 1 |
| 97 | 3 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 98 | 5 | 3 | 4 | 5 | 3 | 5 | 2 | 3 | 5 |
| 99 | 2 | 3 | 3 | 4 | 4 | 4 | 2 | 3 | 2 |
| 100 | 1 | 4 | 1 | 5 | 5 | 4 | 4 | 3 | 2 |
| 101 | 5 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 4 |
| 102 | 4 | 3 | 3 | 4 | 5 | 5 | 3 | 4 | 3 |
| 103 | 2 | 2 | 2 | 5 | 5 | 5 | 2 | 2 | 2 |
| 104 | 2 | 2 | 2 | 5 | 5 | 5 | 2 | 2 | 2 |
| 105 | 3 | 4 | 4 | 5 | 5 | 5 | 1 | 1 | 1 |
| 106 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 4 | 4 |
| 107 | 4 | 3 | 5 | 4 | 3 | 4 | 2 | 3 | 2 |
| 108 | 4 | 2 | 2 | 3 | 5 | 4 | 3 | 3 | 2 |
| 109 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 110 | 2 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 1 |
| 111 | 3 | 3 | 2 | 4 | 5 | 5 | 1 | 1 | 2 |
| 112 | 4 | 3 | 4 | 4 | 5 | 4 | 4 | 2 | 2 |
| 113 | 3 | 3 | 3 | 5 | 5 | 4 | 4 | 5 | 4 |
| 114 | 2 | 2 | 4 | 5 | 5 | 5 | 4 | 4 | 3 |
| 115 | 3 | 3 | 2 | 3 | 3 | 5 | 3 | 2 | 2 |
| 116 | 5 | 4 | 4 | 4 | 5 | 5 | 3 | 4 | 3 |
| 117 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 3 |
| 118 | 3 | 3 | 3 | 4 | 4 | 5 | 4 | 4 | 2 |
| 119 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 120 | 2 | 3 | 2 | 5 | 5 | 5 | 1 | 2 | 2 |
| 121 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 122 | 5 | 5 | 4 | 4 | 5 | 5 | 3 | 5 | 3 |
| 123 | 5 | 3 | 5 | 5 | 4 | 5 | 5 | 5 | 5 |
| 124 | 2 | 4 | 2 | 5 | 5 | 4 | 3 | 4 | 2 |
| 125 | 5 | 5 | 4 | 5 | 5 | 5 | 3 | 3 | 3 |
| 126 | 5 | 3 | 2 | 5 | 5 | 5 | 2 | 2 | 2 |
| 127 | 2 | 4 | 1 | 5 | 5 | 5 | 4 | 1 | 2 |
| 128 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 129 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 130 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 131 | 2 | 1 | 1 | 3 | 5 | 4 | 1 | 1 | 1 |
| 132 | 4 | 2 | 1 | 5 | 5 | 5 | 1 | 2 | 2 |
| 133 | 1 | 1 | 1 | 4 | 5 | 3 | 2 | 1 | 1 |
| 134 | 3 | 4 | 2 | 3 | 4 | 4 | 4 | 3 | 1 |
| 135 | 3 | 1 | 1 | 5 | 5 | 5 | 3 | 2 | 2 |
| 136 | 5 | 3 | 2 | 5 | 5 | 5 | 3 | 2 | 1 |
| 137 | 5 | 3 | 2 | 4 | 4 | 5 | 4 | 3 | 2 |
| 138 | 3 | 5 | 4 | 3 | 5 | 3 | 5 | 4 | 3 |
| 139 | 3 | 3 | 2 | 4 | 5 | 5 | 5 | 3 | 2 |
| 140 | 2 | 2 | 2 | 4 | 5 | 4 | 3 | 4 | 3 |
| 141 | 2 | 3 | 2 | 4 | 4 | 4 | 3 | 2 | 3 |
| 142 | 4 | 3 | 4 | 5 | 5 | 5 | 5 | 2 | 2 |
| 143 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 |
| 144 | 5 | 3 | 4 | 5 | 5 | 5 | 2 | 5 | 5 |
| 145 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 3 |
| 146 | 2 | 2 | 1 | 5 | 5 | 5 | 5 | 2 | 2 |
| 147 | 5 | 4 | 4 | 5 | 5 | 5 | 4 | 4 | 4 |
| 148 | 4 | 4 | 3 | 5 | 5 | 5 | 3 | 5 | 5 |
| 149 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 |
| 150 | 2 | 3 | 2 | 4 | 4 | 4 | 3 | 2 | 4 |
| 151 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 3 | 3 |
| 152 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 4 | 3 |
| 153 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 2 |
| 154 | 4 | 5 | 1 | 4 | 5 | 5 | 4 | 1 | 1 |
| 155 | 3 | 4 | 4 | 5 | 4 | 5 | 4 | 3 | 3 |
| 156 | 4 | 4 | 2 | 4 | 5 | 3 | 2 | 2 | 2 |
| 157 | 3 | 2 | 3 | 4 | 4 | 4 | 3 | 4 | 2 |
| 158 | 2 | 2 | 2 | 4 | 5 | 4 | 2 | 2 | 1 |
| 159 | 2 | 2 | 1 | 4 | 4 | 4 | 3 | 2 | 2 |
| 160 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 |
| 161 | 3 | 3 | 2 | 5 | 5 | 5 | 5 | 4 | 4 |
| 162 | 2 | 5 | 2 | 5 | 5 | 5 | 2 | 5 | 4 |
| 163 | 4 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 4 |
| 164 | 2 | 2 | 4 | 5 | 5 | 5 | 2 | 5 | 5 |
| 165 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 4 | 2 |
| 166 | 5 | 1 | 2 | 5 | 5 | 5 | 5 | 3 | 3 |
| 167 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 2 | 5 |
| 168 | 4 | 2 | 2 | 5 | 5 | 5 | 5 | 3 | 3 |
| 169 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 170 | 4 | 2 | 2 | 5 | 5 | 4 | 2 | 3 | 3 |
| 171 | 4 | 3 | 3 | 4 | 4 | 5 | 5 | 5 | 2 |
| 172 | 3 | 2 | 2 | 5 | 5 | 5 | 4 | 2 | 2 |
| 173 | 2 | 2 | 1 | 5 | 5 | 4 | 5 | 3 | 3 |
| 174 | 2 | 3 | 2 | 4 | 5 | 5 | 5 | 4 | 3 |
| 175 | 2 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 176 | 2 | 1 | 1 | 5 | 5 | 5 | 1 | 5 | 1 |
| 177 | 2 | 2 | 3 | 4 | 5 | 5 | 5 | 2 | 5 |
| 178 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 4 | 4 |
| 179 | 4 | 3 | 5 | 5 | 5 | 4 | 5 | 4 | 3 |
| 180 | 5 | 5 | 5 | 5 | 3 | 5 | 5 | 2 | 2 |
| 181 | 3 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 2 |
| 182 | 4 | 1 | 1 | 5 | 5 | 5 | 4 | 5 | 4 |
| 183 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 5 | 4 |
| 184 | 2 | 3 | 2 | 4 | 5 | 4 | 4 | 4 | 5 |
| 185 | 1 | 1 | 1 | 4 | 3 | 4 | 3 | 2 | 1 |
| 186 | 2 | 4 | 2 | 4 | 5 | 5 | 2 | 1 | 2 |
| 187 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 188 | 5 | 4 | 1 | 5 | 1 | 3 | 3 | 5 | 4 |
| 189 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 5 | 3 |
| 190 | 3 | 3 | 2 | 5 | 5 | 5 | 3 | 5 | 3 |
| 191 | 2 | 2 | 2 | 5 | 5 | 5 | 3 | 5 | 3 |
| 192 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 4 |
| 193 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 |
| 194 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 195 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 196 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 5 | 5 |
| 197 | 2 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 |
| 198 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 3 |
| 199 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 3 |
| 200 | 3 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 3 |
| 201 | 3 | 3 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 202 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 |
| 203 | 5 | 2 | 2 | 4 | 5 | 5 | 5 | 2 | 2 |
| 204 | 5 | 2 | 3 | 5 | 5 | 5 | 5 | 1 | 1 |
| 206 | 3 | 2 | 2 | 5 | 5 | 5 | 3 | 2 | 2 |
| 207 | 5 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 5 |
| 208 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 | 3 |
| 209 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 3 | 3 |
| 210 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 4 |
| 211 | 1 | 1 | 1 | 5 | 5 | 4 | 3 | 1 | 1 |
| 212 | 4 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 |
| 213 | 2 | 2 | 3 | 4 | 4 | 4 | 3 | 2 | 2 |
| 214 | 3 | 3 | 2 | 5 | 5 | 4 | 4 | 3 | 4 |
| 215 | 3 | 3 | 2 | 1 | 4 | 4 | 2 | 2 | 4 |
| 216 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 4 | 4 |
| 217 | 5 | 3 | 2 | 2 | 4 | 4 | 5 | 2 | 1 |
| 218 | 3 | 2 | 1 | 5 | 5 | 5 | 1 | 3 | 5 |
| 219 | 4 | 3 | 4 | 5 | 5 | 5 | 4 | 4 | 2 |
| 220 | 4 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 2 |
| 221 | 3 | 2 | 2 | 5 | 5 | 5 | 4 | 2 | 4 |
| 222 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 3 |
| 223 | 3 | 2 | 2 | 4 | 4 | 2 | 3 | 3 | 3 |
| 224 | 3 | 2 | 3 | 4 | 5 | 5 | 2 | 1 | 1 |
| 225 | 4 | 2 | 2 | 5 | 4 | 3 | 3 | 3 | 3 |
| 226 | 2 | 2 | 3 | 5 | 4 | 5 | 5 | 4 | 3 |
| 227 | 2 | 2 | 3 | 5 | 5 | 5 | 4 | 5 | 5 |
| 228 | 2 | 2 | 2 | 5 | 5 | 2 | 4 | 3 | 4 |
| 229 | 4 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 2 |
| 230 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 |
| 231 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 4 | 2 |
| 232 | 4 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 233 | 5 | 4 | 2 | 4 | 5 | 5 | 5 | 4 | 5 |
| 234 | 2 | 5 | 2 | 5 | 5 | 5 | 5 | 3 | 1 |
| 235 | 2 | 3 | 2 | 5 | 4 | 5 | 3 | 3 | 1 |
| 236 | 2 | 4 | 2 | 4 | 5 | 5 | 4 | 3 | 4 |
| 237 | 2 | 4 | 2 | 1 | 4 | 1 | 2 | 3 | 2 |
| 238 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 3 | 3 |
| 239 | 2 | 1 | 1 | 4 | 4 | 4 | 4 | 2 | 3 |
| 240 | 3 | 4 | 5 | 5 | 3 | 4 | 4 | 4 | 4 |
| 241 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 |
| 242 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 |
| 243 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 4 |
| 244 | 4 | 4 | 2 | 5 | 5 | 5 | 3 | 5 | 3 |
| 245 | 3 | 3 | 5 | 5 | 5 | 5 | 3 | 5 | 2 |
| 246 | 2 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 2 |
| 247 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 4 | 4 |
| 248 | 2 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 4 |
| 249 | 3 | 3 | 3 | 5 | 5 | 5 | 4 | 5 | 3 |
| 250 | 4 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 3 |
| 251 | 4 | 3 | 3 | 5 | 5 | 5 | 3 | 5 | 3 |
| 252 | 3 | 3 | 2 | 5 | 5 | 3 | 3 | 4 | 2 |
| 253 | 2 | 2 | 2 | 5 | 2 | 5 | 5 | 5 | 5 |
| 254 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 255 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 256 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 257 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 258 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 259 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 260 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 261 | 2 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 262 | 2 | 2 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 263 | 3 | 1 | 1 | 4 | 5 | 5 | 2 | 5 | 1 |
| 264 | 1 | 2 | 2 | 5 | 5 | 4 | 4 | 3 | 4 |
| 265 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 3 |
| 266 | 2 | 2 | 2 | 4 | 3 | 4 | 2 | 3 | 3 |
| 267 | 3 | 2 | 1 | 5 | 5 | 4 | 3 | 2 | 4 |
| 268 | 3 | 1 | 2 | 5 | 5 | 3 | 3 | 1 | 3 |
| 269 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 5 | 5 |
| 270 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 1 | 3 |
| 271 | 5 | 4 | 4 | 4 | 4 | 4 | 2 | 2 | 4 |
| 272 | 3 | 2 | 1 | 5 | 5 | 5 | 5 | 5 | 3 |
| 273 | 2 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 4 |
| 274 | 1 | 1 | 2 | 5 | 4 | 4 | 3 | 4 | 2 |
| 275 | 3 | 4 | 2 | 5 | 5 | 5 | 4 | 2 | 2 |
| 276 | 4 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 |
| 277 | 2 | 2 | 1 | 5 | 5 | 5 | 3 | 3 | 4 |
| 278 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 279 | 2 | 4 | 2 | 5 | 5 | 4 | 4 | 2 | 4 |
| 280 | 5 | 4 | 2 | 5 | 5 | 5 | 3 | 3 | 4 |
| 281 | 1 | 1 | 1 | 4 | 4 | 3 | 3 | 3 | 4 |
| 282 | 4 | 4 | 2 | 4 | 4 | 4 | 5 | 4 | 3 |
| 283 | 2 | 2 | 4 | 5 | 5 | 3 | 5 | 1 | 3 |
| 284 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 4 |
| 285 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 286 | 4 | 4 | 2 | 4 | 3 | 4 | 3 | 4 | 4 |
| 287 | 3 | 4 | 2 | 4 | 4 | 4 | 5 | 2 | 2 |
| 288 | 2 | 2 | 3 | 4 | 4 | 4 | 4 | 4 | 4 |
| 289 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 4 | 4 |
| 290 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 291 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 292 | 4 | 3 | 4 | 4 | 1 | 3 | 3 | 4 | 3 |
| 293 | 5 | 4 | 2 | 5 | 4 | 4 | 5 | 5 | 4 |
| 294 | 2 | 5 | 2 | 5 | 5 | 5 | 4 | 4 | 5 |
| 295 | 2 | 4 | 2 | 4 | 4 | 4 | 2 | 2 | 4 |
| 296 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 5 | 4 |
| 297 | 2 | 2 | 2 | 3 | 3 | 4 | 5 | 5 | 5 |
| 298 | 2 | 3 | 4 | 3 | 4 | 5 | 4 | 4 | 5 |
| 299 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 2 |
| 300 | 4 | 3 | 3 | 4 | 4 | 4 | 2 | 2 | 4 |
| 301 | 3 | 4 | 3 | 5 | 3 | 5 | 4 | 4 | 5 |
| 302 | 2 | 2 | 4 | 5 | 4 | 4 | 5 | 4 | 3 |
| 303 | 5 | 2 | 4 | 4 | 4 | 5 | 5 | 5 | 4 |
| 304 | 2 | 2 | 4 | 5 | 5 | 2 | 4 | 3 | 4 |
| 305 | 2 | 2 | 4 | 5 | 5 | 4 | 5 | 4 | 4 |
| 306 | 4 | 2 | 3 | 4 | 4 | 4 | 4 | 2 | 2 |
| 307 | 3 | 2 | 2 | 4 | 4 | 4 | 5 | 2 | 4 |
| 308 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 | 3 |
| 309 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 4 | 3 |
| 310 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 |
| 311 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 4 | 4 |
| 312 | 4 | 4 | 4 | 5 | 5 | 5 | 5 | 5 | 5 |
| 313 | 3 | 2 | 2 | 4 | 4 | 4 | 4 | 3 | 2 |
| 314 | 5 | 2 | 2 | 5 | 5 | 5 | 5 | 4 | 3 |
| 315 | 5 | 2 | 2 | 4 | 4 | 5 | 5 | 5 | 2 |
| 316 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 |
| 317 | 5 | 4 | 4 | 5 | 5 | 5 | 3 | 2 | 3 |
| 318 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 |
| 319 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 1 | 1 |
| 320 | 1 | 1 | 1 | 4 | 4 | 4 | 3 | 4 | 4 |
| 321 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 322 | 3 | 2 | 1 | 3 | 3 | 3 | 4 | 3 | 4 |
| 323 | 3 | 2 | 1 | 3 | 3 | 3 | 4 | 3 | 4 |
| 324 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 325 | 2 | 1 | 2 | 5 | 5 | 4 | 4 | 4 | 3 |
| 326 | 4 | 4 | 2 | 4 | 4 | 2 | 2 | 2 | 2 |
| 327 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 3 |
| 328 | 1 | 1 | 1 | 4 | 4 | 4 | 4 | 4 | 2 |
| 329 | 5 | 3 | 3 | 5 | 5 | 2 | 5 | 5 | 1 |
| 330 | 5 | 4 | 3 | 5 | 2 | 2 | 3 | 1 | 1 |
| 331 | 5 | 3 | 3 | 3 | 3 | 2 | 4 | 2 | 2 |
| 332 | 4 | 4 | 3 | 5 | 5 | 5 | 2 | 2 | 5 |
| 333 | 3 | 3 | 3 | 5 | 5 | 3 | 1 | 1 | 3 |
| 334 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 1 |
| 335 | 5 | 2 | 2 | 5 | 5 | 5 | 3 | 5 | 5 |
| 336 | 4 | 5 | 2 | 5 | 1 | 2 | 5 | 4 | 1 |
| 337 | 4 | 3 | 2 | 5 | 5 | 4 | 4 | 5 | 5 |
| 338 | 4 | 2 | 4 | 3 | 4 | 4 | 4 | 5 | 5 |
| 339 | 3 | 4 | 4 | 3 | 3 | 4 | 1 | 1 | 3 |
| 340 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 5 | 5 |
| 341 | 4 | 1 | 1 | 5 | 5 | 5 | 3 | 2 | 4 |
| 342 | 5 | 2 | 3 | 5 | 2 | 3 | 5 | 5 | 5 |
| 343 | 3 | 2 | 1 | 5 | 5 | 3 | 5 | 3 | 3 |
| 344 | 4 | 2 | 2 | 5 | 4 | 5 | 5 | 3 | 3 |
| 345 | 3 | 3 | 2 | 5 | 5 | 5 | 3 | 3 | 2 |
| 346 | 5 | 3 | 3 | 3 | 2 | 4 | 4 | 4 | 2 |
| 347 | 5 | 2 | 2 | 5 | 4 | 5 | 5 | 4 | 4 |
| 348 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 4 |
| 349 | 5 | 4 | 3 | 5 | 5 | 5 | 5 | 2 | 4 |
| 350 | 4 | 4 | 3 | 5 | 5 | 5 | 3 | 3 | 4 |
| 351 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 352 | 4 | 3 | 2 | 5 | 5 | 4 | 4 | 4 | 4 |
| 353 | 3 | 2 | 1 | 5 | 5 | 5 | 4 | 1 | 3 |
| 354 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 2 | 5 |
| 355 | 4 | 4 | 2 | 5 | 5 | 5 | 3 | 4 | 4 |
| 356 | 4 | 3 | 3 | 5 | 5 | 5 | 4 | 3 | 3 |
| 357 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 3 | 3 |
| 358 | 4 | 4 | 3 | 4 | 5 | 5 | 3 | 4 | 4 |
| 359 | 3 | 4 | 2 | 5 | 5 | 4 | 3 | 3 | 3 |
| 360 | 3 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 4 |
| 361 | 2 | 4 | 2 | 4 | 4 | 4 | 5 | 5 | 5 |
| 362 | 2 | 2 | 2 | 5 | 4 | 4 | 4 | 4 | 3 |
| 363 | 4 | 3 | 2 | 5 | 5 | 5 | 3 | 3 | 3 |
| 364 | 4 | 4 | 3 | 5 | 5 | 4 | 5 | 5 | 3 |
| 365 | 4 | 3 | 2 | 5 | 5 | 5 | 5 | 3 | 3 |
| 366 | 2 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 2 |
| 367 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 368 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 2 | 2 |
| 369 | 3 | 2 | 3 | 5 | 5 | 3 | 5 | 3 | 5 |
| 370 | 3 | 2 | 3 | 5 | 5 | 3 | 5 | 3 | 5 |
| 371 | 3 | 2 | 3 | 5 | 5 | 3 | 5 | 4 | 3 |
| 372 | 4 | 2 | 3 | 5 | 5 | 3 | 4 | 5 | 5 |
| 373 | 3 | 3 | 2 | 5 | 5 | 5 | 4 | 3 | 5 |
| 374 | 4 | 3 | 4 | 4 | 3 | 4 | 2 | 4 | 3 |
| 375 | 3 | 1 | 2 | 3 | 4 | 5 | 1 | 2 | 5 |
| 376 | 4 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 377 | 5 | 4 | 4 | 5 | 4 | 4 | 5 | 5 | 2 |
| 378 | 4 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 379 | 2 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 380 | 4 | 2 | 4 | 5 | 4 | 4 | 4 | 4 | 4 |
| 381 | 4 | 2 | 5 | 5 | 4 | 4 | 4 | 4 | 4 |
| 382 | 4 | 2 | 4 | 4 | 4 | 5 | 4 | 2 | 4 |
| 383 | 5 | 3 | 2 | 5 | 5 | 5 | 2 | 5 | 5 |
| 384 | 4 | 2 | 2 | 4 | 4 | 4 | 2 | 2 | 4 |
| 385 | 4 | 3 | 1 | 5 | 4 | 4 | 3 | 3 | 1 |
| 386 | 4 | 3 | 1 | 4 | 4 | 5 | 2 | 2 | 3 |
| 387 | 2 | 2 | 2 | 5 | 5 | 5 | 3 | 1 | 1 |
| 388 | 5 | 3 | 2 | 5 | 5 | 5 | 4 | 2 | 4 |
| 389 | 4 | 3 | 1 | 5 | 5 | 5 | 5 | 3 | 4 |
| 390 | 4 | 4 | 2 | 5 | 5 | 5 | 4 | 4 | 4 |
| 391 | 4 | 3 | 1 | 5 | 5 | 5 | 4 | 3 | 3 |
| 392 | 5 | 4 | 2 | 5 | 5 | 5 | 5 | 4 | 4 |
| 393 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 4 |
| 394 | 5 | 4 | 2 | 5 | 5 | 5 | 4 | 3 | 3 |
| 395 | 1 | 1 | 1 | 3 | 4 | 4 | 3 | 4 | 3 |
| 396 | 3 | 4 | 3 | 4 | 4 | 5 | 3 | 3 | 2 |
| 397 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 3 | 4 |
| 398 | 2 | 2 | 3 | 5 | 4 | 4 | 3 | 3 | 3 |
| 399 | 3 | 1 | 2 | 4 | 4 | 3 | 4 | 4 | 3 |
| 400 | 2 | 2 | 2 | 5 | 5 | 5 | 3 | 1 | 1 |
| 401 | 4 | 4 | 2 | 5 | 5 | 4 | 5 | 5 | 1 |
| 402 | 3 | 4 | 1 | 4 | 5 | 3 | 1 | 4 | 4 |
| 403 | 4 | 4 | 2 | 5 | 5 | 4 | 3 | 4 | 3 |
| 404 | 5 | 3 | 5 | 5 | 4 | 3 | 3 | 4 | 2 |
| 405 | 4 | 4 | 1 | 4 | 5 | 4 | 5 | 1 | 3 |
| 406 | 1 | 1 | 1 | 3 | 3 | 3 | 4 | 1 | 3 |
| 407 | 4 | 3 | 1 | 4 | 4 | 5 | 2 | 1 | 1 |
| 408 | 3 | 3 | 2 | 5 | 4 | 3 | 1 | 1 | 3 |
| 409 | 3 | 3 | 2 | 5 | 4 | 3 | 5 | 5 | 3 |
| 410 | 4 | 1 | 1 | 4 | 3 | 4 | 4 | 1 | 3 |
| 411 | 1 | 1 | 1 | 3 | 3 | 4 | 4 | 4 | 4 |
| 412 | 3 | 1 | 1 | 3 | 4 | 3 | 3 | 3 | 3 |
| 413 | 3 | 4 | 1 | 4 | 4 | 5 | 3 | 4 | 4 |
| 414 | 4 | 3 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 415 | 4 | 3 | 5 | 5 | 3 | 5 | 2 | 1 | 1 |
| 416 | 3 | 3 | 3 | 4 | 4 | 4 | 3 | 4 | 2 |
| 417 | 1 | 1 | 1 | 3 | 5 | 4 | 1 | 3 | 1 |
| 418 | 5 | 4 | 2 | 2 | 3 | 5 | 5 | 2 | 5 |
| 419 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 4 | 2 |
| 420 | 2 | 4 | 2 | 4 | 4 | 4 | 4 | 4 | 4 |
| 421 | 1 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 2 |
| 422 | 5 | 2 | 4 | 3 | 3 | 3 | 4 | 4 | 4 |
| 423 | 4 | 4 | 3 | 5 | 5 | 5 | 4 | 4 | 4 |
| 424 | 1 | 3 | 1 | 4 | 3 | 5 | 3 | 5 | 4 |
| 425 | 2 | 2 | 1 | 5 | 5 | 4 | 4 | 3 | 3 |
| 426 | 3 | 2 | 1 | 3 | 3 | 4 | 3 | 3 | 3 |
| 427 | 1 | 5 | 1 | 5 | 5 | 5 | 5 | 2 | 4 |
| 428 | 4 | 4 | 3 | 5 | 4 | 5 | 4 | 4 | 4 |
| 429 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 4 | 2 |
| 430 | 4 | 2 | 2 | 5 | 4 | 5 | 5 | 5 | 4 |
| 431 | 3 | 2 | 2 | 5 | 4 | 5 | 4 | 5 | 2 |
| 432 | 3 | 4 | 3 | 5 | 5 | 5 | 5 | 3 | 2 |
| 433 | 5 | 4 | 2 | 5 | 4 | 5 | 5 | 5 | 5 |
| 434 | 4 | 2 | 2 | 5 | 5 | 4 | 4 | 4 | 3 |
| 435 | 2 | 2 | 3 | 5 | 5 | 5 | 3 | 3 | 3 |
| 436 | 4 | 2 | 4 | 5 | 4 | 5 | 3 | 3 | 3 |
| 437 | 4 | 2 | 4 | 5 | 4 | 5 | 5 | 5 | 5 |
| 438 | 4 | 2 | 3 | 5 | 4 | 5 | 5 | 5 | 4 |
| 439 | 1 | 1 | 4 | 5 | 4 | 5 | 5 | 4 | 4 |
| 440 | 1 | 1 | 1 | 5 | 5 | 5 | 5 | 5 | 5 |
| 441 | 4 | 3 | 4 | 4 | 5 | 3 | 3 | 2 | 3 |
| 442 | 5 | 3 | 3 | 3 | 5 | 4 | 5 | 2 | 2 |
| 443 | 5 | 3 | 3 | 5 | 5 | 5 | 3 | 2 | 2 |
| 444 | 5 | 3 | 3 | 3 | 5 | 5 | 3 | 2 | 2 |
| 445 | 3 | 3 | 2 | 4 | 4 | 3 | 2 | 1 | 2 |
| 446 | 3 | 2 | 2 | 4 | 5 | 3 | 3 | 2 | 2 |
| 447 | 4 | 4 | 2 | 4 | 5 | 5 | 4 | 4 | 3 |
| 448 | 4 | 4 | 3 | 5 | 4 | 5 | 3 | 5 | 3 |
| 449 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 | 5 |
| 450 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 451 | 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 | 3 |
| 452 | 2 | 2 | 2 | 4 | 5 | 4 | 4 | 3 | 3 |
| 453 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 3 | 3 |
| 454 | 2 | 2 | 1 | 4 | 4 | 4 | 4 | 3 | 3 |
| 455 | 3 | 1 | 1 | 4 | 4 | 5 | 5 | 2 | 1 |
| 456 | 1 | 1 | 1 | 5 | 5 | 5 | 4 | 2 | 2 |
| 457 | 2 | 2 | 2 | 4 | 5 | 4 | 4 | 4 | 4 |
| 458 | 1 | 2 | 2 | 4 | 5 | 4 | 4 | 3 | 2 |
| 459 | 2 | 2 | 2 | 4 | 4 | 4 | 3 | 2 | 3 |
| 460 | 2 | 2 | 2 | 5 | 5 | 4 | 4 | 2 | 2 |
| 461 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 3 | 4 |
| 462 | 1 | 1 | 1 | 5 | 5 | 5 | 3 | 2 | 1 |
| 463 | 2 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 3 |
| 464 | 4 | 4 | 2 | 4 | 5 | 4 | 4 | 5 | 5 |
| 465 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 |
| 466 | 3 | 3 | 5 | 5 | 5 | 5 | 4 | 5 | 4 |
| 467 | 3 | 3 | 2 | 5 | 5 | 5 | 3 | 3 | 3 |
| 468 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 4 | 3 |
| 469 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
| 470 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 4 | 3 |
| 471 | 4 | 2 | 3 | 4 | 4 | 3 | 5 | 3 | 4 |
| 472 | 4 | 3 | 3 | 3 | 4 | 5 | 3 | 4 | 4 |
| 473 | 2 | 2 | 4 | 4 | 2 | 2 | 4 | 4 | 2 |
| 474 | 1 | 1 | 2 | 5 | 5 | 5 | 5 | 5 | 3 |
| 475 | 4 | 3 | 2 | 5 | 5 | 4 | 5 | 5 | 4 |
| 476 | 3 | 2 | 2 | 4 | 5 | 4 | 5 | 3 | 2 |
| 477 | 2 | 2 | 2 | 5 | 4 | 4 | 4 | 2 | 2 |
| 478 | 5 | 2 | 2 | 5 | 5 | 5 | 2 | 2 | 2 |
| 479 | 1 | 2 | 1 | 4 | 5 | 4 | 2 | 1 | 1 |
| 480 | 3 | 3 | 3 | 5 | 5 | 4 | 3 | 3 | 3 |
| 481 | 5 | 4 | 4 | 5 | 4 | 5 | 4 | 4 | 3 |
| 482 | 1 | 1 | 3 | 4 | 4 | 4 | 5 | 4 | 4 |
| 483 | 3 | 3 | 3 | 4 | 5 | 3 | 3 | 3 | 3 |
| 484 | 2 | 1 | 1 | 4 | 4 | 5 | 4 | 3 | 2 |
| 485 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 5 | 4 |
| 486 | 4 | 2 | 2 | 5 | 5 | 4 | 3 | 4 | 2 |
| 487 | 3 | 3 | 3 | 5 | 5 | 5 | 3 | 4 | 3 |
| 488 | 5 | 5 | 4 | 3 | 5 | 5 | 5 | 4 | 3 |
| 489 | 3 | 3 | 4 | 5 | 5 | 5 | 4 | 3 | 3 |
| 490 | 4 | 2 | 3 | 5 | 4 | 4 | 3 | 4 | 4 |
| 491 | 2 | 2 | 2 | 5 | 5 | 4 | 4 | 2 | 2 |
| 492 | 4 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 3 |
| 493 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 4 |
| 494 | 4 | 4 | 2 | 5 | 5 | 5 | 2 | 2 | 2 |
| 495 | 3 | 2 | 3 | 4 | 4 | 5 | 5 | 3 | 1 |
| 496 | 5 | 4 | 4 | 4 | 3 | 4 | 3 | 3 | 4 |
| 497 | 3 | 3 | 3 | 4 | 3 | 3 | 3 | 3 | 3 |
| 498 | 4 | 3 | 3 | 4 | 5 | 3 | 4 | 3 | 3 |
| 499 | 3 | 4 | 2 | 5 | 5 | 4 | 5 | 1 | 3 |
| 500 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 5 | 3 |
| 501 | 1 | 4 | 1 | 4 | 4 | 4 | 4 | 1 | 1 |
| 502 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 2 | 1 |
| 503 | 3 | 5 | 3 | 4 | 5 | 1 | 5 | 4 | 2 |
| 504 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 3 |
| 505 | 4 | 5 | 3 | 1 | 2 | 5 | 3 | 4 | 2 |
| 506 | 5 | 4 | 3 | 4 | 3 | 3 | 2 | 1 | 2 |
| 507 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 4 | 3 |
| 508 | 3 | 3 | 4 | 5 | 5 | 5 | 3 | 4 | 3 |
| 509 | 2 | 2 | 2 | 4 | 4 | 4 | 4 | 4 | 2 |
| 510 | 1 | 1 | 1 | 5 | 5 | 5 | 1 | 1 | 1 |
| 511 | 4 | 2 | 2 | 4 | 4 | 5 | 5 | 2 | 3 |
| 512 | 3 | 2 | 2 | 5 | 5 | 5 | 4 | 4 | 3 |
| 513 | 3 | 2 | 2 | 4 | 5 | 4 | 4 | 5 | 3 |
| 514 | 4 | 1 | 1 | 4 | 5 | 5 | 2 | 4 | 1 |
| 515 | 2 | 2 | 1 | 3 | 4 | 4 | 2 | 1 | 1 |
| 516 | 2 | 2 | 2 | 5 | 5 | 5 | 3 | 3 | 3 |
| 517 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 518 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 519 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 520 | 4 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 521 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 522 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 523 | 3 | 3 | 2 | 5 | 5 | 5 | 5 | 5 | 5 |
| 524 | 2 | 2 | 1 | 5 | 5 | 5 | 5 | 5 | 5 |
| 525 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
| 526 | 3 | 3 | 3 | 5 | 5 | 5 | 5 | 5 | 5 |
data_Usage_Factor_Final.shape
(526, 9)
round(data_Usage_Factor_Final.corr(),3).style.applymap(highlight_cell)
| Feature | All my friends use | Old fashioned | Prestige | Secure | Communication | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||
| All my friends use | 1.000000 | 0.499000 | 0.473000 | -0.001000 | -0.090000 | 0.055000 | 0.176000 | 0.153000 | 0.148000 |
| Old fashioned | 0.499000 | 1.000000 | 0.498000 | -0.002000 | -0.013000 | -0.001000 | 0.170000 | 0.176000 | 0.165000 |
| Prestige | 0.473000 | 0.498000 | 1.000000 | 0.018000 | -0.079000 | 0.008000 | 0.217000 | 0.261000 | 0.247000 |
| Secure | -0.001000 | -0.002000 | 0.018000 | 1.000000 | 0.436000 | 0.363000 | 0.180000 | 0.172000 | 0.155000 |
| Communication | -0.090000 | -0.013000 | -0.079000 | 0.436000 | 1.000000 | 0.383000 | 0.132000 | 0.074000 | 0.082000 |
| Call Friends and Family | 0.055000 | -0.001000 | 0.008000 | 0.363000 | 0.383000 | 1.000000 | 0.192000 | 0.227000 | 0.179000 |
| Mostly use SMS | 0.176000 | 0.170000 | 0.217000 | 0.180000 | 0.132000 | 0.192000 | 1.000000 | 0.430000 | 0.359000 |
| Music or Videos | 0.153000 | 0.176000 | 0.261000 | 0.172000 | 0.074000 | 0.227000 | 0.430000 | 1.000000 | 0.543000 |
| Games | 0.148000 | 0.165000 | 0.247000 | 0.155000 | 0.082000 | 0.179000 | 0.359000 | 0.543000 | 1.000000 |
import pandas as pd
import numpy as np
from scipy.stats import pearsonr
# Assuming 'df' is your DataFrame
# Create a correlation matrix
correlation_matrix = data_Usage_Factor_Final.corr()
# Create an empty DataFrame for p-values
p_values_matrix = pd.DataFrame(np.zeros_like(correlation_matrix)
, columns=correlation_matrix.columns, index=correlation_matrix.index)
# Calculate p-values for each pair of variables
for i in range(len(correlation_matrix.columns)):
for j in range(i+1, len(correlation_matrix.columns)):
corr, p_value = pearsonr(data_Usage_Factor_Final[correlation_matrix.columns[i]]
, data_Usage_Factor_Final[correlation_matrix.columns[j]])
p_values_matrix.iloc[i, j] = p_value
p_values_matrix.iloc[j, i] = p_value
# Print the correlation matrix
print("Correlation Matrix:")
display(correlation_matrix.style.applymap(highlight_cell))
# Print the p-values matrix
print("\nP-Values Matrix:")
display(round(p_values_matrix,3))
Correlation Matrix:
| Feature | All my friends use | Old fashioned | Prestige | Secure | Communication | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||
| All my friends use | 1.000000 | 0.498746 | 0.472517 | -0.001349 | -0.089704 | 0.055044 | 0.175527 | 0.152900 | 0.147724 |
| Old fashioned | 0.498746 | 1.000000 | 0.498092 | -0.001736 | -0.012605 | -0.000598 | 0.170099 | 0.175803 | 0.164977 |
| Prestige | 0.472517 | 0.498092 | 1.000000 | 0.017706 | -0.078796 | 0.007512 | 0.217011 | 0.260811 | 0.246758 |
| Secure | -0.001349 | -0.001736 | 0.017706 | 1.000000 | 0.435566 | 0.362848 | 0.179875 | 0.172270 | 0.154889 |
| Communication | -0.089704 | -0.012605 | -0.078796 | 0.435566 | 1.000000 | 0.382600 | 0.132334 | 0.074264 | 0.081835 |
| Call Friends and Family | 0.055044 | -0.000598 | 0.007512 | 0.362848 | 0.382600 | 1.000000 | 0.192116 | 0.227030 | 0.178823 |
| Mostly use SMS | 0.175527 | 0.170099 | 0.217011 | 0.179875 | 0.132334 | 0.192116 | 1.000000 | 0.430105 | 0.359471 |
| Music or Videos | 0.152900 | 0.175803 | 0.260811 | 0.172270 | 0.074264 | 0.227030 | 0.430105 | 1.000000 | 0.543107 |
| Games | 0.147724 | 0.164977 | 0.246758 | 0.154889 | 0.081835 | 0.178823 | 0.359471 | 0.543107 | 1.000000 |
P-Values Matrix:
| Feature | All my friends use | Old fashioned | Prestige | Secure | Communication | Call Friends and Family | Mostly use SMS | Music or Videos | Games |
|---|---|---|---|---|---|---|---|---|---|
| Feature | |||||||||
| All my friends use | 0.000 | 0.000 | 0.000 | 0.975 | 0.040 | 0.208 | 0.000 | 0.000 | 0.001 |
| Old fashioned | 0.000 | 0.000 | 0.000 | 0.968 | 0.773 | 0.989 | 0.000 | 0.000 | 0.000 |
| Prestige | 0.000 | 0.000 | 0.000 | 0.685 | 0.071 | 0.864 | 0.000 | 0.000 | 0.000 |
| Secure | 0.975 | 0.968 | 0.685 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Communication | 0.040 | 0.773 | 0.071 | 0.000 | 0.000 | 0.000 | 0.002 | 0.089 | 0.061 |
| Call Friends and Family | 0.208 | 0.989 | 0.864 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Mostly use SMS | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 |
| Music or Videos | 0.000 | 0.000 | 0.000 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 | 0.000 |
| Games | 0.001 | 0.000 | 0.000 | 0.000 | 0.061 | 0.000 | 0.000 | 0.000 | 0.000 |
import pandas as pd
import numpy as np
from factor_analyzer import FactorAnalyzer
from factor_analyzer.factor_analyzer import calculate_kmo
from factor_analyzer.factor_analyzer import calculate_bartlett_sphericity
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 9
# Initialize FactorAnalyzer
fa = FactorAnalyzer(n_factors, rotation=None)
# Fit the model
fa.fit(data_Usage_Factor_Final)
# Obtain the factor loadings
factor_loadings = pd.DataFrame(fa.loadings_, index=data_Usage_Factor_Final.columns)
# Calculate Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy
kmo_per_variable, kmo_total = calculate_kmo(data_Usage_Factor_Final)
# Print the KMO values
print("Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable:")
print(kmo_per_variable)
print("\nKaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total):", kmo_total)
chi2_statistic,p_value = calculate_bartlett_sphericity(data_Usage_Factor_Final)
# Print the test statistics
print("\nBartlett's Test of Sphericity:")
print(f"Chi-Square Statistic: {chi2_statistic}")
print(f"P-value: {p_value}")
Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy per variable: [0.71724114 0.71211378 0.75787734 0.71045542 0.63463618 0.73264628 0.82660943 0.70922474 0.73750649] Kaiser-Meyer-Olkin (KMO) Measure of Sampling Adequacy (Total): 0.7266222617596327 Bartlett's Test of Sphericity: Chi-Square Statistic: 993.8445053382605 P-value: 3.092633300143612e-185
From the KMO and Bartelett’s Test table we can observe that the KMO value is 0.727. This value falls in the range 0.7-0.8. From the recommendation of Kaiser and Rice we can proceed with the data for factor analysis. From the table we also note that the Bartlett’s test is significant. This indicates that the data under consideration is useful for factor analysis as the variables are not independent.
from scipy.cluster.hierarchy import linkage, dendrogram
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_Usage_Factor_Final.T
# Perform hierarchical clustering with single linkage
linkage_matrix = linkage(data_transposed, method='single')
# Create a dendrogram
#dendrogram(linkage_matrix, orientation='top', labels=data_HS_Factor.columns, distance_sort='descending', show_leaf_counts=True)
# Create a dendrogram with transposed orientation
dendrogram(linkage_matrix, orientation='right', labels=data_Usage_Factor_Final.columns
, distance_sort='descending', show_leaf_counts=True)
# Add labels and title
plt.xlabel('Feature Index')
plt.ylabel('Distance')
plt.title('Dendrogram with Single Linkage on Columns')
# Show the plot
plt.show()
From the Dendrogram, it is clearly evident that there are three groups of variables, signifying different aspects. This suggest that there are correlations between variables as well as the number of factors that can be extracted.
import matplotlib.pyplot as plt
from sklearn.cluster import KMeans
# Assuming 'data_HS_Factor' is your data matrix
# Transpose the data matrix to cluster on columns
data_transposed = data_Usage_Factor_Final.T
# Specify the number of clusters (k)
num_clusters = 3 # You can adjust this based on your requirements
# Perform k-means clustering
kmeans = KMeans(n_clusters=num_clusters, random_state=42)
cluster_labels = kmeans.fit_predict(data_transposed)
# Visualize the results
plt.figure(figsize=(6, 4))
plt.scatter(data_transposed.index, cluster_labels, c=cluster_labels, cmap='viridis', marker='o', s=50)
plt.title('K-Means Clustering on Columns')
plt.xticks(rotation=90)
plt.xlabel('Feature Index')
plt.ylabel('Cluster Label')
plt.show()
C:\Users\vkakarla\AppData\Local\anaconda3\lib\site-packages\sklearn\cluster\_kmeans.py:1446: UserWarning: KMeans is known to have a memory leak on Windows with MKL, when there are less chunks than available threads. You can avoid it by setting the environment variable OMP_NUM_THREADS=1. warnings.warn(
import matplotlib.pyplot as plt
import numpy as np
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify a range of factor numbers
num_factors_range = range(1, len(data_Usage_Factor_Final.columns) + 1)
# Create an empty list to store eigenvalues
eigenvalues = []
# Iterate over different numbers of factors
for n_factors in num_factors_range:
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
fa.fit(data_Usage_Factor)
eigenvalues.append(fa.get_eigenvalues()[0][n_factors - 1]) # Extract the eigenvalue for the specified number of factors
# Plot the scree plot
plt.plot(num_factors_range, eigenvalues, marker='o')
plt.title('Scree Plot')
plt.xlabel('Number of Factors')
plt.ylabel('Eigenvalues')
plt.show()
C:\Users\vkakarla\AppData\Local\anaconda3\lib\site-packages\factor_analyzer\factor_analyzer.py:663: UserWarning: No rotation will be performed when the number of factors equals 1. warnings.warn(
The Communalities Table shows that all the variables have their communalities above 0.5 and the maximum communality value is 0.720. We also note that most of the values are above 0.6. From this we can say that the extracted factors explains more than 60 % of variation in majority of the variables.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
#The rotation must be one of the following:
#['varimax', 'oblimax', 'quartimax', 'equamax', 'geomin_ort', 'promax', 'oblimin', 'quartimin', 'geomin_obl', None]
# Defaults to ‘promax’.
# Create a FactorAnalyzer object
fa_woer = FactorAnalyzer(len(data_Usage_Factor_Final.columns),method='principal',rotation=None) #without extracation and rotation
fa_wer = FactorAnalyzer(n_factors,method='principal', rotation='varimax')
# Fit the factor model to your data
fa_woer.fit(data_Usage_Factor_Final)
fa_wer.fit(data_Usage_Factor_Final)
# Get the variable names
features = data_Usage_Factor_Final.columns
# Get initial communalities
communalities_without_extraction_rotation = fa_woer.get_communalities()
# Get extracted communalities
communalities_with_extraction_rotation = fa_wer.get_communalities()
# Create a DataFrame with feature, initial communality, and extracted communality
communalities_table = pd.DataFrame({ 'Feature': features,
'Communalities (Initial)': communalities_without_extraction_rotation,
'Communalities (With Extraction and Rotation)': communalities_with_extraction_rotation,
})
# Display the communalities table
# print('\n',features)
# print('\n',communalities_without_rotation)
# print('\n',communalities_with_rotation,'\n')
communalities_table.style.applymap(highlight_cell)
| Feature | Communalities (Initial) | Communalities (With Extraction and Rotation) | |
|---|---|---|---|
| 0 | All my friends use | 1.000000 | 0.670556 |
| 1 | Old fashioned | 1.000000 | 0.686274 |
| 2 | Prestige | 1.000000 | 0.644226 |
| 3 | Secure | 1.000000 | 0.604510 |
| 4 | Communication | 1.000000 | 0.664007 |
| 5 | Call Friends and Family | 1.000000 | 0.541632 |
| 6 | Mostly use SMS | 1.000000 | 0.503677 |
| 7 | Music or Videos | 1.000000 | 0.719980 |
| 8 | Games | 1.000000 | 0.664838 |
Consider the Total Variance Explained Table. From the table it can be seen that there are three factors extracted and the three factors explains 63.330 % total variation. The first factor explains 29.288 % of variation. The second factor explains 21.132% of variation and the third factor explains 12.909 % of variation.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
# Fit the factor model to your data
fa.fit(data_Usage_Factor_Final)
# Get the explained variance
explained_variance = fa.get_factor_variance()
# Get additional information
initial_eigenvalues = fa.get_eigenvalues()[0]
percentage_of_variance = initial_eigenvalues / sum(initial_eigenvalues) * 100
cumulative_percentage_of_variance = percentage_of_variance.cumsum()
rotation_sums_squared_loadings = fa.get_factor_variance()[0]
percentage_of_rotation_sums_squared_loadings = fa.get_factor_variance()[1]*100
cumulative_percentage_of_rotation_sums_squared_loadings = fa.get_factor_variance()[2]*100
intial_variance_table = pd.DataFrame({
'Component': [f'{i + 1}' for i in range(len(data_Usage_Factor_Final.columns))],
'Initial Eigenvalues': initial_eigenvalues,
'Initial Eigenvalues (% of Variance)': percentage_of_variance,
'Initial Eigenvalues (%Cumulative of Variance)': cumulative_percentage_of_variance,
})
factor_variance_table = pd.DataFrame({
'Component': [f'{i + 1}' for i in range(n_factors)],
'Rotation SS Loadings': rotation_sums_squared_loadings,
'Rotation SS Loadings (% of Variance)': percentage_of_rotation_sums_squared_loadings,
'Rotation SS Loadings (Cumulative of Variance)': cumulative_percentage_of_rotation_sums_squared_loadings
})
# Combine both dataframes
combined_table = pd.merge(intial_variance_table, factor_variance_table, on='Component', how='left')
# Display the combined table
print("Total Variance Explained Table:")
round(combined_table,3)
Total Variance Explained Table:
| Component | Initial Eigenvalues | Initial Eigenvalues (% of Variance) | Initial Eigenvalues (%Cumulative of Variance) | Rotation SS Loadings | Rotation SS Loadings (% of Variance) | Rotation SS Loadings (Cumulative of Variance) | |
|---|---|---|---|---|---|---|---|
| 0 | 1 | 2.636 | 29.288 | 29.288 | 1.926 | 21.400 | 21.400 |
| 1 | 2 | 1.902 | 21.132 | 50.421 | 1.796 | 19.957 | 41.356 |
| 2 | 3 | 1.162 | 12.909 | 63.330 | 1.978 | 21.974 | 63.330 |
| 3 | 4 | 0.669 | 7.431 | 70.761 | NaN | NaN | NaN |
| 4 | 5 | 0.655 | 7.278 | 78.039 | NaN | NaN | NaN |
| 5 | 6 | 0.578 | 6.424 | 84.463 | NaN | NaN | NaN |
| 6 | 7 | 0.502 | 5.577 | 90.040 | NaN | NaN | NaN |
| 7 | 8 | 0.465 | 5.171 | 95.211 | NaN | NaN | NaN |
| 8 | 9 | 0.431 | 4.789 | 100.000 | NaN | NaN | NaN |
From the Unrotated Factor Solution we can observe that 6 variables are loaded on the first factor and three variables are loaded on the second factor. And the third factor does not have a better loadings to the variables than the other two factors. Then it is difficult to make an interpretation of the factors. To make it easy we rotate the factors using varimax rotation.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors,method='principal', rotation=None)
# Fit the factor model to your data
fa.fit(data_Usage_Factor_Final)
# Get the component matrix
component_matrix = pd.DataFrame(fa.loadings_, index=data_Usage_Factor_Final.columns
, columns=[f'Factor {i + 1}' for i in range(n_factors)])
# Display the component matrix
print("Component Matrix:")
component_matrix.style.applymap(highlight_cell)
Component Matrix:
| Factor 1 | Factor 2 | Factor 3 | |
|---|---|---|---|
| Feature | |||
| All my friends use | 0.537597 | -0.496864 | 0.366977 |
| Old fashioned | 0.554361 | -0.489050 | 0.373882 |
| Prestige | 0.611817 | -0.483032 | 0.191274 |
| Secure | 0.363905 | 0.608528 | 0.319025 |
| Communication | 0.242821 | 0.670603 | 0.394128 |
| Call Friends and Family | 0.400629 | 0.569667 | 0.237922 |
| Mostly use SMS | 0.630501 | 0.127568 | -0.299786 |
| Music or Videos | 0.696094 | 0.113261 | -0.471810 |
| Games | 0.656758 | 0.094357 | -0.473924 |
From the Rotated Component Matrix we note that the variables are partitioned into three mutually exclusive groups. Now it is easy to interpret the factors. The first factor can be treated as a show-off factor, the second factor can be treated as an entertainment factor, and the third factor can be treated as a communication factor.
import pandas as pd
from factor_analyzer import FactorAnalyzer
# Assuming 'data_HS_Factor' is your DataFrame
# Specify the number of factors
n_factors = 3
# Create a FactorAnalyzer object
fa = FactorAnalyzer(n_factors, method='principal', rotation='varimax')
# Fit the factor model to your data
fa.fit(data_Usage_Factor_Final)
# Get the component matrix
component_matrix = pd.DataFrame(fa.loadings_, index=data_Usage_Factor_Final.columns
, columns=[f'Factor {i + 1}' for i in range(n_factors)])
# Display the component matrix
print("Rotated Component Matrix:")
component_matrix.style.applymap(highlight_cell)
Rotated Component Matrix:
| Factor 1 | Factor 2 | Factor 3 | |
|---|---|---|---|
| Feature | |||
| All my friends use | 0.066050 | -0.004167 | 0.816196 |
| Old fashioned | 0.074297 | 0.011462 | 0.824998 |
| Prestige | 0.241698 | -0.058092 | 0.763173 |
| Secure | 0.120439 | 0.768087 | 0.006860 |
| Communication | -0.009493 | 0.812119 | -0.066175 |
| Call Friends and Family | 0.197324 | 0.708913 | 0.011717 |
| Mostly use SMS | 0.673090 | 0.168395 | 0.149230 |
| Music or Videos | 0.836347 | 0.091437 | 0.110194 |
| Games | 0.807231 | 0.061627 | 0.097046 |
From the above discussion we note that the factors are clearly defined. we note that the variables
are loaded on the first factor. We can say that these variables can be grouped into a meaningful factor.
Variables loading on the second factor are:
Variables loaded on the third factor are:
We may conclude that the students are mainly using a mobile for show-off and entertainment rather than communication.